mirror descent

Online Self-Concordant and Relatively Smooth Minimization, With Applications to Online Portfolio Selection and Learning Quantum States ALT 2023 PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. NeurIPS 2023 Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice ICML 2023 The Power of Regularization in Solving Extensive-Form Games ICLR 2023 A Bregman Learning Framework for Sparse Neural Networks JMLR 2022 Actor-critic is implicitly biased towards high entropy optimal policies ICLR 2022 Adaptive Importance Sampling meets Mirror Descent : a Bias-variance Tradeoff AISTATS 2022 Alternating Mirror Descent for Constrained Min-Max Games NeurIPS 2022 Bregman Gradient Policy Optimization ICLR 2022 Bregman Proximal Langevin Monte Carlo via Bregman-Moreau Envelopes ICML 2022 Damped Online Newton Step for Portfolio Selection COLT 2022 Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent (Extended Abstract) IJCAI 2022 Implicit Bias of Gradient Descent on Reparametrized Models: On Equivalence to Mirror Descent NeurIPS 2022 Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently NeurIPS 2022 Mirror Descent Policy Optimization ICLR 2022 Mirror Descent Strikes Again: Optimal Stochastic Convex Optimization under Infinite Noise Variance COLT 2022 Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM NeurIPS 2022 Non-convex online learning via algorithmic equivalence NeurIPS 2022 Online Apprenticeship Learning AAAI 2022 Online Mirror Descent and Dual Averaging: Keeping Pace in the Dynamic Case JMLR 2022 Parameter-free Mirror Descent COLT 2022 Primal-Dual Stochastic Mirror Descent for MDPs AISTATS 2022 Public Data-Assisted Mirror Descent for Private Model Training ICML 2022 Regularization Guarantees Generalization in Bayesian Reinforcement Learning through Algorithmic Stability AAAI 2022 Robust Imitation via Mirror Descent Inverse Reinforcement Learning NeurIPS 2022