On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient MethodsAnh Duc NguyenTuan Dung Nguyenet al.2024AAAI 2024
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