25 Results

Workshop		Accelerated Algorithms for Monotone Inclusion and Constrained Nonconvex-Nonconcave Min-Max Optimization Yang Cai · Argyris Oikonomou · Weiqiang Zheng
Poster	Wed 14:00	Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization Aniket Das · Bernhard Schölkopf · Michael Muehlebach
Poster	Tue 9:00	SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems Xuan Zhang · Necdet Serhat Aybat · Mert Gurbuzbalaban
Poster		Finding Second-Order Stationary Points in Nonconvex-Strongly-Concave Minimax Optimization Luo Luo · Yujun Li · Cheng Chen
Workshop		Nonsmooth Composite Nonconvex-Concave Minimax Optimization Jiajin Li · Linglingzhi Zhu · Anthony Man-Cho So
Poster	Thu 14:00	Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization Ali Kavis · Stratis Skoulakis · Kimon Antonakopoulos · Leello Tadesse Dadi · Volkan Cevher
Poster	Tue 9:00	SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression Zhize Li · Haoyu Zhao · Boyue Li · Yuejie Chi
Workshop		TiAda: A Time-scale Adaptive Algorithm For Nonconvex Minimax Optimization Xiang Li · Junchi YANG · Niao He
Poster	Wed 14:00	Sharp Analysis of Stochastic Optimization under Global Kurdyka-Lojasiewicz Inequality Ilyas Fatkhullin · Jalal Etesami · Niao He · Negar Kiyavash
Poster	Tue 14:00	Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator Lior Danon · Dan Garber
Poster	Wed 14:00	Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity Ron Fisher · Dan Garber
Workshop		TiAda: A Time-scale Adaptive Algorithm For Nonconvex Minimax Optimization Xiang Li · Junchi YANG · Niao He