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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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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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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
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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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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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
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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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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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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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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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
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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
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
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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Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #512
Polynomial Preconditioning for Gradient Methods
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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
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
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
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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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
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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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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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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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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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
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
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
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
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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Poster
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #703
Generative Adversarial Symmetry Discovery
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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
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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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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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
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
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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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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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
Wed Jul 26 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #738
The Statistical Scope of Multicalibration
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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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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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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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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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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
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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