online convex optimization

Constrained Online Convex Optimization with Memory and Predictions AAAI 2026 Decentralized Online Convex Optimization with Unknown Feedback Delays AAAI 2026 Dynamic Regret in Outlier-Oblivious Online Optimization using Nonconvex Robust Losses UAI 2026 Online Convex Optimization with Heavy Tails: Old Algorithms, New Regrets, and Applications ALT 2026 Online Convex Optimization with Sublinear Noisy Probes COLT 2026 Universal Dynamic Regret and Constraint Violation Bounds for Constrained Online Convex Optimization ALT 2026 Alternating Regret for Online Convex Optimization COLT 2025 CONGO: Compressive Online Gradient Optimization ICLR 2025 Constrained Online Convex Optimization with Polyak Feasibility Steps ICML 2025 Doubly-Bounded Queue for Constrained Online Learning: Keeping Pace with Dynamics of Both Loss and Constraint AAAI 2025 Efficient Methods for Non-stationary Online Learning JMLR 2025 Exploiting Curvature in Online Convex Optimization with Delayed Feedback ICML 2025 Online Convex Optimization with a Separation Oracle COLT 2025 On the Power of Optimism in Constrained Online Convex Optimization IJCAI 2025 Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints AISTATS 2025 Revisiting Online Learning Approach to Inverse Linear Optimization: A Fenchel–Young Loss Perspective and Gap-Dependent Regret Analysis AISTATS 2025 Revisiting Projection-Free Online Learning with Time-Varying Constraints AAAI 2025 Safe Online Convex Optimization with Heavy-Tailed Observation Noises AAAI 2025 Safety in the Face of Adversity: Achieving Zero Constraint Violation in Online Learning with Slowly Changing Constraints AISTATS 2025 Smoothed Online Convex Optimization with Delayed Feedback IJCAI 2025 Universal Online Convex Optimization Meets Second-order Bounds JMLR 2025 Achieving Fairness in Multi-Agent MDP Using Reinforcement Learning ICLR 2024 Adaptive Conformal Inference by Betting ICML 2024 Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization JMLR 2024 An Equivalence Between Static and Dynamic Regret Minimization NeurIPS 2024