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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #118
Eventual Discounting Temporal Logic Counterfactual Experience Replay
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #119
PAC Generalization via Invariant Representations
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #123
Why does Throwing Away Data Improve Worst-Group Error?
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #124
TabDDPM: Modelling Tabular Data with Diffusion Models
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #128
Differentiable and Transportable Structure Learning
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Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #200
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
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Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #201
Adaptive Coordination in Social Embodied Rearrangement
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #222
Second-order regression models exhibit progressive sharpening to the edge of stability
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #231
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #302
Why do Nearest Neighbor Language Models Work?
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #308
TAN Without a Burn: Scaling Laws of DP-SGD
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #310
On Kinetic Optimal Probability Paths for Generative Models
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #311
Bayesian Design Principles for Frequentist Sequential Learning
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #312
Speeding Up Bellman Ford via Minimum Violation Permutations
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #316
Contrastive Learning Meets Homophily: Two Birds with One Stone
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #318
ODS: Test-Time Adaptation in the Presence of Open-World Data Shift
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #320
Self-Interpretable Time Series Prediction with Counterfactual Explanations
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #322
Uncertain Evidence in Probabilistic Models and Stochastic Simulators
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #324
Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #330
Active Ranking of Experts Based on their Performances in Many Tasks
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #333
The Monge Gap: A Regularizer to Learn All Transport Maps
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #336
Short-lived High-volume Bandits
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #400
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #404
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #408
A Gromov--Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #409
Dataset Distillation with Convexified Implicit Gradients
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #415
Uncertainty Estimation for Molecules: Desiderata and Methods
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #421
Learning Belief Representations for Partially Observable Deep RL
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #424
Improved Active Multi-Task Representation Learning via Lasso
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #431
VA-learning as a more efficient alternative to Q-learning
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #432
MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #437
Inflow, Outflow, and Reciprocity in Machine Learning
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #442
A Kernel-Based View of Language Model Fine-Tuning
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #502
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #513
Practical and Matching Gradient Variance Bounds for Black-Box Variational Bayesian Inference
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #518
Generating Private Synthetic Data with Genetic Algorithms
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #519
AdaBoost is not an Optimal Weak to Strong Learner
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #813
Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #525
Continuation Path Learning for Homotopy Optimization
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #527
Margin-based Neural Network Watermarking
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #528
Sequential Underspecified Instrument Selection for Cause-Effect Estimation
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #529
JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #530
Constrained Phi-Equilibria
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #532
Statistical Indistinguishability of Learning Algorithms
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #536
Memory-Based Dual Gaussian Processes for Sequential Learning
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #544
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #604
Adversarially Robust PAC Learnability of Real-Valued Functions
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #605
Nearly Minimax Optimal Regret for Learning Linear Mixture Stochastic Shortest Path
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #609
Data Structures for Density Estimation
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #614
Homomorphism AutoEncoder --- Learning Group Structured Representations from Observed Transitions
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #619
Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #620
Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #626
High Probability Convergence of Stochastic Gradient Methods
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #632
Trapdoor Normalization with Irreversible Ownership Verification
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #635
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #640
Convergence of Proximal Point and Extragradient-Based Methods Beyond Monotonicity: the Case of Negative Comonotonicity
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #701
On the Occupancy Measure of Non-Markovian Policies in Continuous MDPs
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #705
PCA-based Multi-Task Learning: a Random Matrix Approach
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #710
Rethinking Backdoor Attacks
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #717
Learning Representations without Compositional Assumptions
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #720
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #722
TGRL: An Algorithm for Teacher Guided Reinforcement Learning
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #725
Faster Gradient-Free Algorithms for Nonsmooth Nonconvex Stochastic Optimization
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #726
Efficient List-Decodable Regression using Batches
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #730
Interventional Causal Representation Learning
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #731
Denoising MCMC for Accelerating Diffusion-Based Generative Models
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #736
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #739
State and parameter learning with PARIS particle Gibbs
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #803
The Saddle-Point Method in Differential Privacy
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #809
The Implicit Regularization of Dynamical Stability in Stochastic Gradient Descent
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Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #811
Raising the Cost of Malicious AI-Powered Image Editing
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #119
On Generalizations of Some Distance Based Classifiers for HDLSS Data
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #118
Adversarial Classification: Necessary Conditions and Geometric Flows
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #110
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #104
Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #125
Deep linear networks can benignly overfit when shallow ones do
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #101
Distributed Stochastic Gradient Descent: Nonconvexity, Nonsmoothness, and Convergence to Local Minima
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JMLR]
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #124
A General Theory for Federated Optimization with Asynchronous and Heterogeneous Clients Updates
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #204
Investigating the Role of Model-Based Learning in Exploration and Transfer
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #205
Tractable Control for Autoregressive Language Generation
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #207
The Benefits of Mixup for Feature Learning
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #211
Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #221
Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #229
Bigger, Better, Faster: Human-level Atari with human-level efficiency
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #233
Learning-Rate-Free Learning by D-Adaptation
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #234
Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #300
Language Instructed Reinforcement Learning for Human-AI Coordination
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #303
Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #307
Graph Ladling: Shockingly Simple Parallel GNN Training without Intermediate Communication
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #312
Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #314
SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks at the Edge
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #315
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #317
A Study of Global and Episodic Bonuses for Exploration in Contextual MDPs
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #329
Structure-informed Language Models Are Protein Designers
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #332
Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #337
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #403
Bidirectional Learning for Offline Model-based Biological Sequence Design
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #404
Fast Inference from Transformers via Speculative Decoding
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #405
Action Matching: Learning Stochastic Dynamics from Samples
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #406
Private Federated Learning with Autotuned Compression
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #408
A theory of representation learning gives a deep generalisation of kernel methods
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #409
Optimistic Planning by Regularized Dynamic Programming
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #411
Semi Bandit dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees.
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #413
Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #424
Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #425
Refined Regret for Adversarial MDPs with Linear Function Approximation
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #426
User-level Private Stochastic Convex Optimization with Optimal Rates
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #431
Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #434
Reward-Mixing MDPs with Few Latent Contexts are Learnable
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #438
Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #441
Learning to Decouple Complex Systems
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #502
InfoOT: Information Maximizing Optimal Transport
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #510
Data-Copying in Generative Models: A Formal Framework
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #512
The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #513
MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #518
Weighted Sampling without Replacement for Deep Top-$k$ Classification
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #521
DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #522
Quantile Credit Assignment
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #524
Multi-User Reinforcement Learning with Low Rank Rewards
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #526
TIDE: Time Derivative Diffusion for Deep Learning on Graphs
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #530
Principled Offline RL in the Presence of Rich Exogenous Information
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #531
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #534
Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #535
How Bad is Top-$K$ Recommendation under Competing Content Creators?
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #539
Stochastic Gradient Descent-Induced Drift of Representation in a Two-Layer Neural Network
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #543
Controlled Text Generation with Natural Language Instructions
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #601
On Pitfalls of Test-Time Adaptation
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #603
Taming graph kernels with random features
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #604
SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #607
Fair and Accurate Decision Making through Group-Aware Learning
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #610
Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #615
No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #622
On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #632
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm.
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #634
Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #641
Tighter Information-Theoretic Generalization Bounds from Supersamples
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #644
ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #704
Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #709
FARE: Provably Fair Representation Learning with Practical Certificates
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #716
Unconstrained Online Learning with Unbounded Losses
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #417
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #729
Neural Diffusion Processes
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #730
Estimating Joint Treatment Effects by Combining Multiple Experiments
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #732
PAL: Program-aided Language Models
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #733
Looped Transformers as Programmable Computers
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #738
Stochastic Gradient Descent under Markovian Sampling Schemes
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #739
Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #801
Compositional Score Modeling for Simulation-Based Inference
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #805
"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #806
Block Subsampled Randomized Hadamard Transform for Nyström Approximation on Distributed Architectures
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #809
The Statistical Benefits of Quantile Temporal-Difference Learning for Value Estimation
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #811
Human-Timescale Adaptation in an Open-Ended Task Space
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #827
LIV: Language-Image Representations and Rewards for Robotic Control
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #830
PASTA: Pessimistic Assortment Optimization
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #833
Multicalibration as Boosting for Regression
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Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #837
A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #840
Online Local Differential Private Quantile Inference via Self-normalization
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PDF]
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #901
Dink-Net: Neural Clustering on Large Graphs
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PDF]
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #904
Settling the Reward Hypothesis
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Poster]
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #906
Algorithms for bounding contribution for histogram estimation under user-level privacy
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #103
Machine Learning Force Fields with Data Cost Aware Training
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #104
Out-of-Domain Robustness via Targeted Augmentations
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #107
Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #111
CocktailSGD: Fine-tuning Foundation Models over 500Mbps Networks
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #129
SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #134
Two Losses Are Better Than One: Faster Optimization Using a Cheaper Proxy
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #205
Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #216
Hardware-Aware Compression with Random Operation Access Specific Tile (ROAST) Hashing
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #217
Can Large Language Models Reason about Program Invariants?
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #222
SAM operates far from home: eigenvalue regularization as a dynamical phenomenon
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #223
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #225
Fourmer: An Efficient Global Modeling Paradigm for Image Restoration
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #229
Graph Inductive Biases in Transformers without Message Passing
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #310
A Kernelized Stein Discrepancy for Biological Sequences
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #313
Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #321
On the Effectiveness of Offline RL for Dialogue Response Generation
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #324
Towards Bridging the Gaps between the Right to Explanation and the Right to be Forgotten
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #326
A Fully First-Order Method for Stochastic Bilevel Optimization
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #327
Horizon-free Learning for Markov Decision Processes and Games: Stochastically Bounded Rewards and Improved Bounds
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #329
Concurrent Shuffle Differential Privacy Under Continual Observation
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #330
The Optimal Approximation Factors in Misspecified Off-Policy Value Function Estimation
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #331
Constant Matters: Fine-grained Error Bound on Differentially Private Continual Observation
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #332
Projected Tensor Power Method for Hypergraph Community Recovery
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #335
Adapting to game trees in zero-sum imperfect information games
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Slides]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #400
Fast Rates for Maximum Entropy Exploration
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #402
Measuring the Impact of Programming Language Distribution
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #409
STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #412
Go Beyond Imagination: Maximizing Episodic Reachability with World Models
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #415
In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect Estimation
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #419
Neural Inverse Operators for Solving PDE Inverse Problems
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #436
Deep Laplacian-based Options for Temporally-Extended Exploration
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #442
Mimetic Initialization of Self-Attention Layers
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #504
Calibrating Multimodal Learning
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #506
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #508
A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #512
Polynomial Preconditioning for Gradient Methods
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #521
Resurrecting Recurrent Neural Networks for Long Sequences
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #529
Fast Private Kernel Density Estimation via Locality Sensitive Quantization
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #533
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #538
Adaptive Barrier Smoothing for First-Order Policy Gradient with Contact Dynamics
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #604
Robustly Learning a Single Neuron via Sharpness
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #609
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #623
Optimal Stochastic Non-smooth Non-convex Optimization through Online-to-Non-convex Conversion
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #625
Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #626
Scalable Adaptive Computation for Iterative Generation
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #633
Understanding the Complexity Gains of Single-Task RL with a Curriculum
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #639
Specializing Smaller Language Models towards Multi-Step Reasoning
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #640
Equivariant Architectures for Learning in Deep Weight Spaces
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #641
H-Likelihood Approach to Deep Neural Networks with Temporal-Spatial Random Effects for High-Cardinality Categorical Features
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #643
Difference of submodular minimization via DC programming
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #645
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-type Samplers
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #703
Generative Adversarial Symmetry Discovery
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #705
OCD: Learning to Overfit with Conditional Diffusion Models
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #706
Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #708
Protecting Language Generation Models via Invisible Watermarking
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #709
The Dormant Neuron Phenomenon in Deep Reinforcement Learning
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #713
Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #714
Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #716
Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #735
Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #737
Rockmate: an Efficient, Fast, Automatic and Generic Tool for Re-materialization in PyTorch
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #738
The Statistical Scope of Multicalibration
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #739
Cross-Entropy Loss Functions: Theoretical Analysis and Applications
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #801
Nonparametric Extensions of Randomized Response for Private Confidence Sets
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #802
Revisiting Weighted Aggregation in Federated Learning with Neural Networks
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #804
Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders
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PDF]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #806
Random Classification Noise does not defeat All Convex Potential Boosters Irrespective of Model Choice
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Poster]
Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #808
Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #115
Simple and Fast Group Robustness by Automatic Feature Reweighting
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #118
Nonlinear Causal Discovery with Latent Confounders
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #119
Marginalization is not Marginal: No Bad VAE Local Minima when Learning Optimal Sparse Representations
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Slides]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #128
Decoding Layer Saliency in Language Transformers
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #129
Hyena Hierarchy: Towards Larger Convolutional Language Models
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #130
Towards Controlled Data Augmentations for Active Learning
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #132
Online Nonstochastic Control with Adversarial and Static Constraints
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #135
Restoration based Generative Models
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #137
Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #200
Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #202
Reinforcement Learning from Passive Data via Latent Intentions
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #204
Provably and Practically Efficient Neural Contextual Bandits
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #210
Pre-training for Speech Translation: CTC Meets Optimal Transport
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #214
Can Forward Gradient Match Backpropagation?
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #219
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #220
Evaluating Self-Supervised Learning via Risk Decomposition
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #221
Width and Depth Limits Commute in Residual Networks
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #227
Learning Subpocket Prototypes for Generalizable Structure-based Drug Design
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #228
LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #230
Composer: Creative and Controllable Image Synthesis with Composable Conditions
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #313
Federated Heavy Hitter Recovery under Linear Sketching
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #324
The Ideal Continual Learner: An Agent That Never Forgets
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #330
$H$-Consistency Bounds for Pairwise Misranking Loss Surrogates
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #331
Differentially Private Hierarchical Clustering with Provable Approximation Guarantees
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #333
Near-Optimal Cryptographic Hardness of Agnostically Learning Halfspaces and ReLU Regression under Gaussian Marginals
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #404
Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #408
Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #415
Adaptive Identification of Populations with Treatment Benefit in Clinical Trials: Machine Learning Challenges and Solutions
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #416
A Watermark for Large Language Models
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #420
Trainability, Expressivity and Interpretability in Gated Neural ODEs
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #421
DevFormer: A Symmetric Transformer for Context-Aware Device Placement
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #423
Tilted Sparse Additive Models
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #425
A Flexible Diffusion Model
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #430
Reinforcement Learning Can Be More Efficient with Multiple Rewards
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #431
Minimizing Trajectory Curvature of ODE-based Generative Models
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #433
Generalization on the Unseen, Logic Reasoning and Degree Curriculum
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #434
Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines?
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #436
Automatic Data Augmentation via Invariance-Constrained Learning
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #440
Online Mechanism Design for Information Acquisition
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #501
Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #502
Dynamics-inspired Neuromorphic Visual Representation Learning
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #505
Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #506
MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #507
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #521
Revisiting Structured Variational Autoencoders
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #529
Sketch-Flip-Merge: Mergeable Sketches for Private Distinct Counting
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #601
Scaling Laws for Reward Model Overoptimization
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #602
HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #603
Benign Overfitting in Deep Neural Networks under Lazy Training
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #604
Gradient Descent Converges Linearly for Logistic Regression on Separable Data
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #611
Online Platt Scaling with Calibeating
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #614
Pretraining Language Models with Human Preferences
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #615
Improving Bi-level Optimization Based Methods with Inspiration from Humans' Classroom Study Techniques
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #618
Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #619
Learning Antidote Data to Individual Unfairness
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #622
Coordinate Descent Methods for Fractional Minimization
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #629
Transformers Learn In-Context by Gradient Descent
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #630
Robust Explanation for Free or At the Cost of Faithfulness
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #638
Returning The Favour: When Regression Benefits From Probabilistic Causal Knowledge
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #706
Learning Hidden Markov Models When the Locations of Missing Observations are Unknown
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #707
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #711
Understanding Plasticity in Neural Networks
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #720
Are Equivariant Equilibrium Approximators Beneficial?
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #724
From Adaptive Query Release to Machine Unlearning
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #725
Brauer's Group Equivariant Neural Networks
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #733
CLUSTSEG: Clustering for Universal Segmentation
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #734
Mu$^2$SLAM: Multitask, Multilingual Speech and Language Models
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #742
Statistical Inference and A/B Testing for First-Price Pacing Equilibria
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #801
Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime
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PDF]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #804
Propensity Matters: Measuring and Enhancing Balancing for Recommendation
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PDF]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #204
Underspecification Presents Challenges for Credibility in Modern Machine Learning
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JMLR]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #106
Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning
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PDF]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #110
Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition
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PDF]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #113
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
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Poster]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #122
Naive imputation implicitly regularizes high-dimensional linear models
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PDF]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #128
Distribution Free Prediction Sets for Node Classification
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PDF]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #129
Simple Hardware-Efficient Long Convolutions for Sequence Modeling
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PDF]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #137
Hyperbolic Image-text Representations
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PDF]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #202
Guiding Pretraining in Reinforcement Learning with Large Language Models
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PDF]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #213
A Mathematical Model for Curriculum Learning for Parities
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PDF]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #214
Gaussian processes at the Helm(holtz): A more fluid model for ocean currents
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PDF]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #216
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU
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Poster]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #218
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression
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Poster]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #221
Bayes-optimal Learning of Deep Random Networks of Extensive-width
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Poster]
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #225
PLay: Parametrically Conditioned Layout Generation using Latent Diffusion
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #227
A Group Symmetric Stochastic Differential Equation Model for Molecule Multi-modal Pretraining
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #229
Exphormer: Sparse Transformers for Graphs
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Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #234
DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #307
Generalized Teacher Forcing for Learning Chaotic Dynamics
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #308
Towards a better understanding of representation dynamics under TD-learning
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #327
Smooth Non-stationary Bandits
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Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #329
Tight Data Access Bounds for Private Top-$k$ Selection
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #400
Self-Repellent Random Walks on General Graphs - Achieving Minimal Sampling Variance via Nonlinear Markov Chains
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #403
Thompson Sampling with Diffusion Generative Prior
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #405
Coupled Variational Autoencoder
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #410
Learning Unnormalized Statistical Models via Compositional Optimization
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #411
Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression: Fast Convergence and Partial Participation
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #412
MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #415
Task-specific experimental design for treatment effect estimation
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #420
Inferring Relational Potentials in Interacting Systems
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #430
Strategic Classification with Unknown User Manipulations
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #433
How Do Transformers Learn Topic Structure: Towards a Mechanistic Understanding
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #438
When is Realizability Sufficient for Off-Policy Reinforcement Learning?
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #439
Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #440
Federated Online and Bandit Convex Optimization
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #510
Whose Opinions Do Language Models Reflect?
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #511
Global optimality of Elman-type RNNs in the mean-field regime
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #301
Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #517
Linearly Constrained Bilevel Optimization: A Smoothed Implicit Gradient Approach
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #519
Identifiability of Label Noise Transition Matrix
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #524
RSC: Accelerate Graph Neural Networks Training via Randomized Sparse Computations
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #529
Fully-Adaptive Composition in Differential Privacy
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #532
Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #540
Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #542
Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #603
Benign Overfitting in Two-layer ReLU Convolutional Neural Networks
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #607
Second-Order Optimization with Lazy Hessians
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Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #609
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #612
System Identification of Neural Systems: If We Got It Right, Would We Know?
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #620
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the Machiavelli Benchmark
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #621
AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #626
Delayed Feedback in Kernel Bandits
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #814
Cones: Concept Neurons in Diffusion Models for Customized Generation
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #637
Diffusion Based Representation Learning
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #638
On Data Manifolds Entailed by Structural Causal Models
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #703
Sketched Ridgeless Linear Regression: The Role of Downsampling
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #707
Learning the Dynamics of Sparsely Observed Interacting Systems
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #711
Controllable Neural Symbolic Regression
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #715
Buying Information for Stochastic Optimization
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #717
Robustness in Multimodal Learning under Train-Test Modality Mismatch
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #719
Nonparametric Density Estimation under Distribution Drift
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #720
Network Effects in Performative Prediction Games
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #721
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #724
Layered State Discovery for Incremental Autonomous Exploration
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #726
Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #727
Are labels informative in semi-supervised learning? Estimating and leveraging the missing-data mechanism.
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #730
Delving into Noisy Label Detection with Clean Data
Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #734
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #736
Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization
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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #812
On the Initialization of Graph Neural Networks
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #112
Reparameterized Policy Learning for Multimodal Trajectory Optimization
Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #117
Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL
Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #121
Estimating Heterogeneous Treatment Effects: Mutual Information Bounds and Learning Algorithms
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #123
Non-autoregressive Conditional Diffusion Models for Time Series Prediction
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #124
DiscoBAX - Discovery of optimal intervention sets in genomic experiment design
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #128
Graphically Structured Diffusion Models
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Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #129
TRAK: Attributing Model Behavior at Scale
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #130
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #133
Toward Efficient Gradient-Based Value Estimation
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #204
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #223
Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #228
Equivariant Polynomials for Graph Neural Networks
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #233
Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #237
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #302
LEVER: Learning to Verify Language-to-Code Generation with Execution
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #304
Towards Sustainable Learning: Coresets for Data-efficient Deep Learning
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #306
Continuously Parameterized Mixture Models
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #308
Understanding Self-Predictive Learning for Reinforcement Learning
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #309
On the Statistical Benefits of Temporal Difference Learning
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #310
A Connection between One-Step RL and Critic Regularization in Reinforcement Learning
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #316
$\pi$-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #318
Which Invariance Should We Transfer? A Causal Minimax Learning Approach
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #321
Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #325
Consistency of Multiple Kernel Clustering
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #328
Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #329
The Price of Differential Privacy under Continual Observation
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #330
Subset-Based Instance Optimality in Private Estimation
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #337
Tighter Analysis for ProxSkip
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Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #416
Data Feedback Loops: Model-driven Amplification of Dataset Biases
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #209
When Personalization Harms Performance: Reconsidering the Use of Group Attributes in Prediction
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Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #420
Hierarchies of Reward Machines
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #425
Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #429
Learning in POMDPs is Sample-Efficient with Hindsight Observability
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #430
On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #433
Quantifying Human Priors over Social and Navigation Networks
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #440
Distributed Linear Bandits under Communication Constraints
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #500
Scaling Laws for Multilingual Neural Machine Translation
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #506
Disentangled Multiplex Graph Representation Learning
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Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #508
Provably Learning Object-Centric Representations
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #510
Scaling Laws for Generative Mixed-Modal Language Models
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Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #517
Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions
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Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #522
BPipe: Memory-Balanced Pipeline Parallelism for Training Large Language Models
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #528
Simplex Random Features
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #530
Score Approximation, Estimation and Distribution Recovery of Diffusion Models on Low-Dimensional Data
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #540
Direct Parameterization of Lipschitz-Bounded Deep Networks
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #545
PFGM++: Unlocking the Potential of Physics-Inspired Generative Models
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #603
Nearly Minimax Optimal Reinforcement Learning for Linear Markov Decision Processes
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #605
An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #607
Robust Budget Pacing with a Single Sample
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Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #608
Poisoning Language Models During Instruction Tuning
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #609
RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #612
Learning to Initiate and Reason in Event-Driven Cascading Processes
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Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #615
Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #616
Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #618
Learning to Optimize Differentiable Games
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #619
Generating Language Corrections for Teaching Physical Control Tasks
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #621
On Penalty-based Bilevel Gradient Descent Method
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #626
Recasting Self-Attention with Holographic Reduced Representations
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #627
Coder Reviewer Reranking for Code Generation
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #630
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #634
Cross-Modal Fine-Tuning: Align then Refine
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #638
High-Probability Bounds for Stochastic Optimization and Variational Inequalities: the Case of Unbounded Variance
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #701
Trustworthy Policy Learning under the Counterfactual No-Harm Criterion
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #707
Learning Control-Oriented Dynamical Structure from Data
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #718
Linear Causal Disentanglement via Interventions
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #720
MANSA: Learning Fast and Slow in Multi-Agent Systems
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #721
Thompson Sampling with Less Exploration is Fast and Optimal
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #723
Faster Rates of Convergence to Stationary Points in Differentially Private Optimization
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #727
Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #728
Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #733
The Unreasonable Effectiveness of Few-shot Learning for Machine Translation
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #739
Partially Observable Multi-agent RL with (Quasi-)Efficiency: The Blessing of Information Sharing
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #803
Mitigating Memorization of Noisy Labels by Clipping the Model Prediction
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #804
Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #806
Emergence of Adaptive Circadian Rhythms in Deep Reinforcement Learning
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Poster
Thu Jul 27 04:30 PM -- 06:00 PM (PDT) @ Exhibit Hall 1 #809
Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach
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