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Oral
Wed Jul 11 11:00 PM -- 11:20 PM (KST) @ A9
Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs
In Optimization (Convex) 1
Bin Hu · Stephen Wright · Laurent Lessard
[ PDF]  [ Video] 
Oral
Wed Jul 11 11:20 PM -- 11:30 PM (KST) @ A9
Lyapunov Functions for First-Order Methods: Tight Automated Convergence Guarantees
In Optimization (Convex) 1
Adrien Taylor · Bryan Van Scoy · Laurent Lessard
[ PDF]  [ Video] 
Oral
Wed Jul 11 11:30 PM -- 11:40 PM (KST) @ A9
ADMM and Accelerated ADMM as Continuous Dynamical Systems
In Optimization (Convex) 1
Guilherme Franca · Daniel Robinson · Rene Vidal
[ PDF] 
Oral
Wed Jul 11 11:40 PM -- 11:50 PM (KST) @ A9
Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn's Algorithm
In Optimization (Convex) 1
Pavel Dvurechenskii · Alexander Gasnikov · Alexey Kroshnin
[ PDF]  [ Video] 
Oral
Wed Jul 11 11:50 PM -- 12:00 AM (KST) @ A9
An Efficient Semismooth Newton based Algorithm for Convex Clustering
In Optimization (Convex) 1
Yancheng Yuan · Defeng Sun · Kim-Chuan Toh
[ PDF]  [ Video]