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Tianyi Lin

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Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback

Oct 24, 2023
Michael I. Jordan, Tianyi Lin, Zhengyuan Zhou

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A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport

Oct 21, 2023
Tianyi Lin, Marco Cuturi, Michael I. Jordan

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Curvature-Independent Last-Iterate Convergence for Games on Riemannian Manifolds

Jun 29, 2023
Yang Cai, Michael I. Jordan, Tianyi Lin, Argyris Oikonomou, Emmanouil-Vasileios Vlatakis-Gkaragkounis

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Deterministic Nonsmooth Nonconvex Optimization

Feb 16, 2023
Michael I. Jordan, Guy Kornowski, Tianyi Lin, Ohad Shamir, Manolis Zampetakis

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Explicit Second-Order Min-Max Optimization Methods with Optimal Convergence Guarantee

Oct 23, 2022
Tianyi Lin, Panayotis Mertikopoulos, Michael I. Jordan

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Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization

Sep 12, 2022
Tianyi Lin, Zeyu Zheng, Michael I. Jordan

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Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and Leaderboarding

Jul 04, 2022
Leonid Boytsov, Tianyi Lin, Fangwei Gao, Yutian Zhao, Jeffrey Huang, Eric Nyberg

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First-Order Algorithms for Min-Max Optimization in Geodesic Metric Spaces

Jun 04, 2022
Michael I. Jordan, Tianyi Lin, Emmanouil-Vasileios Vlatakis-Gkaragkounis

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Perseus: A Simple High-Order Regularization Method for Variational Inequalities

May 18, 2022
Tianyi Lin, Michael. I. Jordan

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