Learning Variational Inequalities from Data: Fast Generalization Rates under Strong Monotonicityby Eric Zhao, Tatjana Chavdarova,…
TrajAgent: An Agent Framework for Unified Trajectory Modellingby Yuwei Du, Jie Feng, Jie Zhao, Yong…
Practical Bayesian Algorithm Execution via Posterior Samplingby Chu Xin Cheng, Raul Astudillo, Thomas Desautels, Yisong…
Sequential Large Language Model-Based Hyper-parameter Optimizationby Kanan Mahammadli, Seyda ErtekinFirst submitted to arxiv on: 27…
Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency modelby Jing Zhang,…
Embedded Nonlocal Operator Regression (ENOR): Quantifying model error in learning nonlocal operatorsby Yiming Fan, Habib…
Convergence Guarantees for the DeepWalk Embedding on Block Modelsby Christopher Harker, Aditya BhaskaraFirst submitted to…
Classification under strategic adversary manipulation using pessimistic bilevel optimisationby David Benfield, Stefano Coniglio, Martin Kunc,…
Accelerating Direct Preference Optimization with Prefix Sharingby Franklin Wang, Sumanth HegdeFirst submitted to arxiv on:…
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGDby Aniket Das, Dheeraj Nagaraj, Soumyabrata Pal, Arun…