Papers
12094 papers
TMLR2025
Cost-Efficient Online Decision Making: A Combinatorial Multi-Armed Bandit Approach
Summary pending...
TMLR2025
Iterated $Q$-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning
Summary pending...
TMLR2025
Mixed Sparsity Training: Achieving 4$\times$ FLOP Reduction for Transformer Pretraining
Summary pending...
TMLR2025
Label Distribution Shift-Aware Prediction Refinement for Test-Time Adaptation
Summary pending...
TMLR2025
Hard-Negative Sampling for Contrastive Learning: Optimal Representation Geometry and Neural- vs Dimensional-Collapse
Summary pending...
TMLR2025
MESSI: A Multi-Elevation Semantic Segmentation Image Dataset of an Urban Environment
Summary pending...
TMLR2025
Conformalized Credal Regions for Classification with Ambiguous Ground Truth
Summary pending...
TMLR2025
Pruning Feature Extractor Stacking for Cross-domain Few-shot Learning
Summary pending...
TMLR2025
Directed Exploration in Reinforcement Learning from Linear Temporal Logic
Summary pending...