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cs.LG2023★ 1 cited
Online Convex Optimization with Switching Cost and Delayed Gradients
Spandan Senapati, Rahul Vaze
We consider the online convex optimization (OCO) problem with quadratic and linear switching cost in the limited information setting, where an online algorithm can choose its actio…
cs.LG2023
Optimal Algorithms for Online Convex Optimization with Adversarial Constraints
Abhishek Sinha, Rahul Vaze
A well-studied generalization of the standard online convex optimization (OCO) framework is constrained online convex optimization (COCO). In COCO, on every round, a convex cost fu…