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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…