conftrace_

stochastic mirror descent

18 papers

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Also known as

SMD

Co-occurring keywords

stochastic optimization (1060) online learning (1777) mirror descent (148) variance reduction (523) policy optimization (657) convergence rate (607) prediction market (17) average-reward mdp (10) markov decision process (790) sample complexity (1169)

Papers

Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback JMLR 2025
General Tail Bounds for Non-Smooth Stochastic Mirror Descent AISTATS 2024
Taming Nonconvex Stochastic Mirror Descent with General Bregman Divergence AISTATS 2024
On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis NIPS 2023
Stochastic Mirror Descent for Large-Scale Sparse Recovery AISTATS 2023
Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023
Stochastic Approximation Approaches to Group Distributionally Robust Optimization NIPS 2023
Primal-Dual Stochastic Mirror Descent for MDPs AISTATS 2022
Policy Optimization with Stochastic Mirror Descent AAAI 2022
Efficiently Solving MDPs with Stochastic Mirror Descent ICML 2020
First-Order Bayesian Regret Analysis of Thompson Sampling ALT 2020
Accelerated Stochastic Mirror Descent: From Continuous-time Dynamics to Discrete-time Algorithms AISTATS 2018
Continuous and Discrete-time Accelerated Stochastic Mirror Descent for Strongly Convex Functions ICML 2018
Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models AISTATS 2017
Stochastic Mirror Descent in Variationally Coherent Optimization Problems NIPS 2017
Regret Analysis for Continuous Dueling Bandit NIPS 2017
Aggregating Predictions via Sequential Mini-Trading ACML 2013
Interpreting prediction markets: a stochastic approach NIPS 2012