Papers
12094 papers
ICML2024
A Doubly Recursive Stochastic Compositional Gradient Descent Method for Federated Multi-Level Compositional Optimization
Summary pending...
ICML2024
ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
Summary pending...
ICML2024
ESNet: Evolution and Succession Network for High-Resolution Salient Object Detection
Summary pending...
ICML2024
Federated Continual Learning via Prompt-based Dual Knowledge Transfer
Summary pending...
ICML2024
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks
Summary pending...
ICML2024
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Summary pending...
ICML2024
Knowledge-aware Reinforced Language Models for Protein Directed Evolution
Summary pending...
ICML2024
EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence
Summary pending...
ICML2024
Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection
Summary pending...
ICML2024
SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP
Summary pending...
ICML2024
Identification and Estimation for Nonignorable Missing Data: A Data Fusion Approach
Summary pending...
ICML2024
Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies
Summary pending...
ICML2024
SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting
Summary pending...
ICML2024
Batch and match: black-box variational inference with a score-based divergence
Summary pending...
ICML2024
Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity Analysis
Summary pending...
ICML2024
Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation
Summary pending...