conftrace_

online convex optimization

165 papers

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Also known as

OCO

Co-occurring keywords

regret bound (1926) online learning (1777) dynamic regret (94) regret minimization (315) constraint violation (39) stochastic optimization (1060) gradient descent (1144) strongly convex (89) bandit feedback (118) learning rate (192)

Papers

New Projection-free Algorithms for Online Convex Optimization with Adaptive Regret Guarantees COLT 2022
Scale-free Unconstrained Online Learning for Curved Losses COLT 2022
Efficient Projection-Free Online Convex Optimization with Membership Oracle COLT 2022
Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond NIPS 2022
Distributed Online Convex Optimization with Compressed Communication NIPS 2022
Differentially Private Online-to-batch for Smooth Losses NIPS 2022
Efficient Methods for Non-stationary Online Learning NIPS 2022
MetaGrad: Adaptation using Multiple Learning Rates in Online Learning JMLR 2021
Bandit Convex Optimization in Non-stationary Environments JMLR 2021
Regret Bounds for Adaptive Nonlinear Control L4DC 2021
Dueling Convex Optimization ICML 2021
Model-Targeted Poisoning Attacks with Provable Convergence ICML 2021
Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints ICML 2021
Optimal Rates for Random Order Online Optimization NIPS 2021
Expert advice problem with noisy low rank loss ACML 2021
Lazy OCO: Online Convex Optimization on a Switching Budget COLT 2021
Robust Online Convex Optimization in the Presence of Outliers COLT 2021
Boosting for Online Convex Optimization ICML 2021
Revisiting Smoothed Online Learning NIPS 2021
Asynchronous Decentralized Online Learning NIPS 2021
Best-case lower bounds in online learning NIPS 2021
Faster Algorithms and Constant Lower Bounds for the Worst-Case Expected Error NIPS 2021
Online Convex Optimization with Continuous Switching Constraint NIPS 2021
Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions NIPS 2021
Online Boosting with Bandit Feedback ALT 2021