Papers

12094 papers

ICML2024

How to Explore with Belief: State Entropy Maximization in POMDPs

Summary pending...

ICML2024

Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning

Summary pending...

ICML2024

R2E: Turning any Github Repository into a Programming Agent Environment

Summary pending...

ICML2024

Random matrix theory improved Fréchet mean of symmetric positive definite matrices

Summary pending...

ICML2024

Learning to Explore for Stochastic Gradient MCMC

Summary pending...

ICML2024

Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation

Summary pending...

ICML2024

Scale-Free Image Keypoints Using Differentiable Persistent Homology

Summary pending...

ICML2024

Robust Yet Efficient Conformal Prediction Sets

Summary pending...

ICML2024

PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling

Summary pending...

ICML2024

FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction

Summary pending...

ICML2024

Finite Smoothing Algorithm for High-Dimensional Support Vector Machines and Quantile Regression

Summary pending...

ICML2024

Causal Discovery with Fewer Conditional Independence Tests

Summary pending...

ICML2024

Linguistic Calibration of Long-Form Generations

Summary pending...

ICML2024

Evaluation of Trajectory Distribution Predictions with Energy Score

Summary pending...

ICML2024

Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics

Summary pending...

ICML2024

StrWAEs to Invariant Representations

Summary pending...

ICML2024

Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)

Summary pending...

ICML2024

Infinite-Horizon Distributionally Robust Regret-Optimal Control

Summary pending...

ICML2024

Maestro: Uncovering Low-Rank Structures via Trainable Decomposition

Summary pending...

ICML2024

Principled Gradient-Based MCMC for Conditional Sampling of Text

Summary pending...