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Oral
Wed Jul 11 07:00 AM -- 07:20 AM (PDT) @ A9
Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs
Bin Hu · Stephen Wright · Laurent Lessard
Oral
Wed Jul 11 07:20 AM -- 07:30 AM (PDT) @ A9
Lyapunov Functions for First-Order Methods: Tight Automated Convergence Guarantees
Adrien Taylor · Bryan Van Scoy · Laurent Lessard
Oral
Wed Jul 11 07:30 AM -- 07:40 AM (PDT) @ A9
ADMM and Accelerated ADMM as Continuous Dynamical Systems
Guilherme Franca · Daniel Robinson · Rene Vidal
Oral
Wed Jul 11 07:40 AM -- 07:50 AM (PDT) @ A9
Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn's Algorithm
Pavel Dvurechenskii · Alexander Gasnikov · Alexey Kroshnin
Oral
Wed Jul 11 07:50 AM -- 08:00 AM (PDT) @ A9
An Efficient Semismooth Newton based Algorithm for Convex Clustering
Yancheng Yuan · Defeng Sun · Kim-Chuan Toh