Papers
12094 papers
TMLR2025
ECLipsE-Gen-Local: Efficient Compositional Local Lipschitz Estimates for Deep Neural Networks
Summary pending...
TMLR2025
CREW-Wildfire: Benchmarking Agentic Multi-Agent Collaborations at Scale
Summary pending...
TMLR2025
Parameter Efficient Continual Learning with Dynamic Low- Rank Adaptation
Summary pending...
TMLR2025
Bayesian Ensembling: Insights from Online Optimization and Empirical Bayes
Summary pending...
TMLR2025
Multi-Step Alignment as Markov Games: An Optimistic Online Mirror Descent Approach with Convergence Guarantees
Summary pending...
TMLR2025
Synchrony-Gated Plasticity with Dopamine Modulation for Spiking Neural Networks
Summary pending...
TMLR2025
Decoding Safety Feedback from Diverse Raters: A Data-driven Lens on Responsiveness to Severity
Summary pending...
TMLR2025
Achieving Global Flatness in Decentralized Learning with Heterogeneous Data
Summary pending...
TMLR2025
StFT: Spatio-temporal Fourier Transformer for Long-term Dynamics Prediction
Summary pending...
TMLR2025
Lorenza: Enhancing Generalization in Low-Rank Gradient LLM Training via Efficient Zeroth-Order Adaptive SAM
Summary pending...
TMLR2025
Denoising Diffusions with Optimal Transport: Localization, Curvature, and Multi-Scale Complexity
Summary pending...
TMLR2025
Distilled Thompson Sampling: Practical and Efficient Thompson Sampling via Imitation Learning
Summary pending...
TMLR2025
S$^2$Transformer: Scalable Structured Transformers for Global Station Weather Forecasting
Summary pending...
TMLR2025
Steering Dialogue Dynamics for Robustness against Multi-turn Jailbreaking Attacks
Summary pending...
TMLR2025
CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration
Summary pending...
TMLR2025
PipelineRL: Faster On-policy Reinforcement Learning for Long Sequence Generation
Summary pending...