conftrace_

stochastic variance reduction

19 papers

Explore in graph

Also known as

SVR

Co-occurring keywords

variance reduction (523) nonconvex optimization (316) convergence rate (607) linear convergence (158) oracle complexity (65) convex optimization (1321) stochastic optimization (1060) stochastic gradient (296) saddle-point problems (19) distributed learning (563)

Papers

Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity NIPS 2024
Scalable Optimal Margin Distribution Machine IJCAI 2023
Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization NIPS 2022
Kill a Bird with Two Stones: Closing the Convergence Gaps in Non-Strongly Convex Optimization by Directly Accelerated SVRG with Double Compensation and Snapshots ICML 2022
Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction ICML 2021
An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning AAAI 2020
History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms ICML 2020
Proximal Splitting Meets Variance Reduction AISTATS 2019
An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient UAI 2019
Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization AISTATS 2019
Stochastic Variance Reduced Primal Dual Algorithms for Empirical Composition Optimization NIPS 2019
SpiderBoost and Momentum: Faster Variance Reduction Algorithms NIPS 2019
Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs ICML 2018
Riemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysis AISTATS 2018
Bregman Divergence for Stochastic Variance Reduction: Saddle-Point and Adversarial Prediction NIPS 2017
Stochastic Variance Reduction Methods for Policy Evaluation ICML 2017
Tight Complexity Bounds for Optimizing Composite Objectives NIPS 2016
Stochastic Variance Reduction Methods for Saddle-Point Problems NIPS 2016
Stochastic Variance Reduction for Nonconvex Optimization ICML 2016