2 citations · 2 across the 12 of their papers we have counts for
3 papers · 1 filter
Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique
TaeHo Yoon, Jaeyeon Kim, Jaewook J. Suh +1
Recently, accelerated algorithms using the anchoring mechanism for minimax optimization and fixed-point problems have been proposed, and matching complexity lower bounds establish…
Mirror Duality in Convex Optimization
Jaeyeon Kim, Chanwoo Park, Asuman Ozdaglar +2
While first-order optimization methods are usually designed to efficiently reduce the function value , there has been recent interest in methods efficiently reducing the magn…
Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value
Jaeyeon Kim, Asuman Ozdaglar, Chanwoo Park +1
In convex optimization, first-order optimization methods efficiently minimizing function values have been a central subject study since Nesterov's seminal work of 1983. Recently, h…