6 citations · 6 across the 3 of their papers we have counts for
3 papers
math.OC2025
On the Condition Number Dependency in Bilevel Optimization
Lesi Chen, Kaiyi Ji, Jingzhao Zhang
Bilevel optimization minimizes an objective function, defined by an upper-level problem whose feasible region is the solution of a lower-level problem. We study the oracle complexi…
math.OC2023
Online Control with Adversarial Disturbance for Continuous-time Linear Systems
Jingwei Li, Jing Dong, Can Chang +2
We study online control for continuous-time linear systems with finite sampling rates, where the objective is to design an online procedure that learns under non-stochastic noise a…
cs.LG2020★ 6 cited
On the Overlooked Pitfalls of Weight Decay and How to Mitigate Them: A Gradient-Norm Perspective
Zeke Xie, Zhiqiang Xu, Jingzhao Zhang +2
Weight decay is a simple yet powerful regularization technique that has been very widely used in training of deep neural networks (DNNs). While weight decay has attracted much atte…