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Talk
Sun Aug 06 10:30 PM -- 10:48 PM (PDT) @ Parkside 2
Prox-PDA: The Proximal Primal-Dual Algorithm for Fast Distributed Nonconvex Optimization and Learning Over Networks
Mingyi Hong · Davood Hajinezhad · Ming-Min Zhao
Talk
Sun Aug 06 10:48 PM -- 11:06 PM (PDT) @ Parkside 2
Exploiting Strong Convexity from Data with Primal-Dual First-Order Algorithms
Jialei Wang · Lin Xiao
Talk
Sun Aug 06 11:06 PM -- 11:24 PM (PDT) @ Parkside 2
Doubly Greedy Primal-Dual Coordinate Descent for Sparse Empirical Risk Minimization
Qi Lei · En-Hsu Yen · Chao-Yuan Wu · Inderjit Dhillon · Pradeep Ravikumar
Talk
Sun Aug 06 11:24 PM -- 11:42 PM (PDT) @ Parkside 2
A Richer Theory of Convex Constrained Optimization with Reduced Projections and Improved Rates
Tianbao Yang · Qihang Lin · Lijun Zhang
Talk
Sun Aug 06 11:42 PM -- 12:00 AM (PDT) @ Parkside 2
Convex Phase Retrieval without Lifting via PhaseMax
Tom Goldstein · Christoph Studer