Papers
12094 papers
ICML2024
Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choice
Summary pending...
ICML2024
KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations
Summary pending...
ICML2024
How Spurious Features are Memorized: Precise Analysis for Random and NTK Features
Summary pending...
ICML2024
LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging
Summary pending...
ICML2024
Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks
Summary pending...
ICML2024
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling
Summary pending...
ICML2024
A Unified View of FANOVA: A Comprehensive Bayesian Framework for Component Selection and Estimation
Summary pending...
ICML2024
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning
Summary pending...
ICML2024
Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation
Summary pending...
ICML2024
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models
Summary pending...
ICML2024
A Sparsity Principle for Partially Observable Causal Representation Learning
Summary pending...
ICML2024
A Geometric Decomposition of Finite Games: Convergence vs. Recurrence under Exponential Weights
Summary pending...
ICML2024
Probabilistic Subgoal Representations for Hierarchical Reinforcement Learning
Summary pending...
ICML2024
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
Summary pending...
ICML2024
Learning Optimal Deterministic Policies with Stochastic Policy Gradients
Summary pending...
ICML2024
ULAREF: A Unified Label Refinement Framework for Learning with Inaccurate Supervision
Summary pending...