Unifying mirror descent and dual averaging

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Unifying mirror descent and dual averaging

30 October 2019

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Papers citing "Unifying mirror descent and dual averaging"

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Title
Primal-dual algorithm for contextual stochastic combinatorial optimization Louis Bouvier Thibault Prunet Vincent Leclère Axel Parmentier 62 1 0 07 May 2025
Robust Methods for High-Dimensional Linear Learning Ibrahim Merad Stéphane Gaïffas OOD 91 3 0 10 Aug 2022
Asymptotic Consistency for Nonconvex Risk-Averse Stochastic Optimization with Infinite Dimensional Decision Spaces Johannes Milz T. Surowiec 62 5 0 29 Jul 2022
Ensembling over Classifiers: a Bias-Variance Perspective Neha Gupta Jamie Smith Ben Adlam Zelda E. Mariet FedML UQCV FaML 54 7 0 21 Jun 2022
Understanding the bias-variance tradeoff of Bregman divergences Ben Adlam Neha Gupta Zelda E. Mariet Jamie Smith UQCV UD 86 7 0 08 Feb 2022
Learning Stationary Nash Equilibrium Policies in $n$ -Player Stochastic Games with Independent Chains S. Rasoul Etesami 112 6 0 28 Jan 2022
Decentralized Composite Optimization in Stochastic Networks: A Dual Averaging Approach with Linear Convergence Changxin Liu Zirui Zhou J. Pei Yong Zhang Yang Shi 63 10 0 26 Jun 2021
Adaptive Learning in Continuous Games: Optimal Regret Bounds and Convergence to Nash Equilibrium Yu-Guan Hsieh Kimon Antonakopoulos P. Mertikopoulos 82 77 0 26 Apr 2021
Parameter-free Stochastic Optimization of Variationally Coherent Functions Francesco Orabona Dávid Pál 82 19 0 30 Jan 2021
Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism Yu-Guan Hsieh F. Iutzeler J. Malick P. Mertikopoulos AI4CE 98 30 0 21 Dec 2020
Dual Averaging is Surprisingly Effective for Deep Learning Optimization Samy Jelassi Aaron Defazio 54 5 0 20 Oct 2020
Online mirror descent and dual averaging: keeping pace in the dynamic case Huang Fang Nicholas J. A. Harvey V. S. Portella M. Friedlander 80 34 0 03 Jun 2020
Mirrorless Mirror Descent: A Natural Derivation of Mirror Descent Suriya Gunasekar Blake E. Woodworth Nathan Srebro MDE 101 30 0 02 Apr 2020
Stochastic Approximation versus Sample Average Approximation for population Wasserstein barycenters D. Dvinskikh 66 11 0 21 Jan 2020