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
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation
Summary pending...
TMLR2025
Amphibian: A Meta-Learning Framework for Rehearsal-Free, Fast Online Continual Learning
Summary pending...
TMLR2025
Time Series Domain Adaptation via Channel-Selective Representation Alignment
Summary pending...
TMLR2025
Reheated Gradient-based Discrete Sampling for Combinatorial Optimization
Summary pending...
TMLR2025
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach
Summary pending...
TMLR2025
Mixed Sparsity Training: Achieving 4$\times$ FLOP Reduction for Transformer Pretraining
Summary pending...
TMLR2025
Making Reliable and Flexible Decisions in Long-tailed Classification
Summary pending...
TMLR2025
Evaluation of Best-of-N Sampling Strategies for Language Model Alignment
Summary pending...
TMLR2025
Accounting for AI and Users Shaping One Another: The Role of Mathematical Models
Summary pending...