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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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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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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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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
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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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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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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Poster
Thu Jul 27 01:30 PM -- 03:00 PM (PDT) @ Exhibit Hall 1 #137
Hyperbolic Image-text Representations
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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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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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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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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
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
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
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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Poster
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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Poster
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
Poster
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
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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.
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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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