https://openreview.net/forum?id=M3lIEwZLmvI
Online Convex Optimization with Continuous Switching Constraint | OpenReview
We propose the problem of OCO with continuous switching constraint, and provide minimax analysis.
online convex optimizationcontinuousswitchingconstraintopenreview
https://openreview.net/forum?id=PtbGae6Eauy
Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor | OpenReview
Based on Discounted-Normal-Predictor, we develop a simple algorithm for smoothed online convex optimization, which attains (nearly) optimal adaptive regret and...
online convex optimizationsmoothedbaseddiscountednormal
https://openreview.net/forum?id=Zh21fp1B0vv
Rate-Optimal Online Convex Optimization in Adaptive Linear Control | OpenReview
The first rate optimal algorithm for control of an unknown linear dynamical system under general convex adversarial costs.
online convex optimizationlinear controlrateoptimaladaptive
https://openreview.net/forum?id=old9jd3TUu
Tight Bounds for Online Convex Optimization with Adversarial Constraints | OpenReview
A well-studied generalization of the standard online convex optimization (OCO) is constrained online convex optimization (COCO). In COCO, on every round, a...
online convex optimizationtightboundsadversarialconstraints
https://openreview.net/forum?id=QdGtwjDgub
Contaminated Online Convex Optimization | OpenReview
In online convex optimization, some efficient algorithms have been designed for each of the individual classes of objective functions, e.g., convex, strongly...
online convex optimizationcontaminatedopenreview
https://jmlr.org/papers/v26/24-1131.html
Universal Online Convex Optimization Meets Second-order Bounds
online convex optimizationsecond orderuniversalmeetsbounds