online convex optimization

Discounted Adaptive Online Learning: Towards Better Regularization ICML 2024 Fast Rates in Stochastic Online Convex Optimization by Exploiting the Curvature of Feasible Sets NeurIPS 2024 Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning NeurIPS 2024 Improved Differentially Private and Lazy Online Convex Optimization: Lower Regret without Smoothness Requirements ICML 2024 Multi-Agent Imitation Learning: Value is Easy, Regret is Hard NeurIPS 2024 Nearly Optimal Regret for Decentralized Online Convex Optimization COLT 2024 Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously NeurIPS 2024 Online Stackelberg Optimization via Nonlinear Control COLT 2024 Online Submodular Maximization via Online Convex Optimization AAAI 2024 Open Problem: Black-Box Reductions and Adaptive Gradient Methods for Nonconvex Optimization COLT 2024 Optimal Algorithms for Online Convex Optimization with Adversarial Constraints NeurIPS 2024 Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial Online Convex Optimization JMLR 2024 Private Online Learning via Lazy Algorithms NeurIPS 2024 Projection-Free Online Convex Optimization with Time-Varying Constraints ICML 2024 Pursuing Overall Welfare in Federated Learning through Sequential Decision Making ICML 2024 Second Order Methods for Bandit Optimization and Control COLT 2024 Stochastic-Constrained Stochastic Optimization with Markovian Data JMLR 2024 Universal Online Convex Optimization with $1$ Projection per Round NeurIPS 2024 Accelerated Quasi-Newton Proximal Extragradient: Faster Rate for Smooth Convex Optimization NeurIPS 2023 A Computationally Efficient Sparsified Online Newton Method NeurIPS 2023 Adaptive Regret for Control of Time-Varying Dynamics L4DC 2023 Data-Dependent Bounds for Online Portfolio Selection Without Lipschitzness and Smoothness NeurIPS 2023 Differentially Private and Lazy Online Convex Optimization COLT 2023 Distributed Projection-Free Online Learning for Smooth and Convex Losses AAAI 2023 Federated Online and Bandit Convex Optimization ICML 2023