Single-shot General Hyper-parameter Optimization for Federated LearningYi ZhouParikshit Ramet al.2023ICLR 2023
Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine LearningAlex GuSongtao Luet al.2023ICLR 2023
What Is Missing in IRM Training and Evaluation? Challenges and SolutionsYihua ZhangPranay Sharmaet al.2023ICLR 2023
Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average RewardHairi FNUJia Liuet al.2022ICLR 2022
Asymptotically Exact Error Characterization of Offline Policy Evaluation with Misspecified Linear ModelsKohei Miyaguchi2021NeurIPS 2021
CoFrNets: Interpretable Neural Architecture Inspired by Continued FractionsIsha PuriAmit Dhurandharet al.2021NeurIPS 2021
Efficient Generalization with Distributionally Robust LearningSoumyadip GhoshMark Squillanteet al.2021NeurIPS 2021
Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement LearningXin ZhangZhuqing Liuet al.2021NeurIPS 2021