163 citations · 1.2k across the 128 of their papers we have counts for
Showing 2022 · math.OCShow all
2 papers · 2 filters
math.OC2022★ 1 cited
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization
Quanqi Hu, Yongjian Zhong, Tianbao Yang
In this paper, we study multi-block min-max bilevel optimization problems, where the upper level is non-convex strongly-concave minimax objective and the lower level is a strongly…
math.OC2022★ 2 cited
Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications
Bokun Wang, Tianbao Yang
This paper studies stochastic optimization for a sum of compositional functions, where the inner-level function of each summand is coupled with the corresponding summation index. W…