conftrace_

dual averaging

26 papers

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Also known as

DA

Co-occurring keywords

online learning (1777) stochastic optimization (1060) convex optimization (1321) regret bound (1926) mirror descent (148) convergence rate (607) online optimization (108) regret minimization (315) online algorithm (445) online convex optimization (165)

Papers

Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network NIPS 2024
Learning Fair Division from Bandit Feedback AISTATS 2024
Nonstationary Dual Averaging and Online Fair Allocation NIPS 2022
Fast Composite Optimization and Statistical Recovery in Federated Learning ICML 2022
Online Mirror Descent and Dual Averaging: Keeping Pace in the Dynamic Case JMLR 2022
A Momentumized, Adaptive, Dual Averaged Gradient Method JMLR 2022
Demystifying and Generalizing BinaryConnect NIPS 2021
Zeroth-Order Non-Convex Learning via Hierarchical Dual Averaging ICML 2021
Federated Composite Optimization ICML 2021
Particle Dual Averaging: Optimization of Mean Field Neural Network with Global Convergence Rate Analysis NIPS 2021
Sifting through the noise: Universal first-order methods for stochastic variational inequalities NIPS 2021
Online Non-Convex Optimization with Imperfect Feedback NIPS 2020
Online mirror descent and dual averaging: keeping pace in the dynamic case ICML 2020
A survey of Algorithms and Analysis for Adaptive Online Learning JMLR 2017
Doubly Accelerated Stochastic Variance Reduced Dual Averaging Method for Regularized Empirical Risk Minimization NIPS 2017
Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions ICML 2016
Fast Rate Analysis of Some Stochastic Optimization Algorithms ICML 2016
Minimizing Regret on Reflexive Banach Spaces and Nash Equilibria in Continuous Zero-Sum Games NIPS 2016
The Hedge Algorithm on a Continuum ICML 2015
Sparse Reinforcement Learning via Convex Optimization ICML 2014
Dual Averaging and Proximal Gradient Descent for Online Alternating Direction Multiplier Method ICML 2013
Manifold Identification in Dual Averaging for Regularized Stochastic Online Learning JMLR 2012
Optimal Regularized Dual Averaging Methods for Stochastic Optimization NIPS 2012
Dual Averaging Methods for Regularized Stochastic Learning and Online Optimization JMLR 2010
Distributed Dual Averaging In Networks NIPS 2010