conftrace_

mini-batch optimization

7 papers

Explore in graph

Co-occurring keywords

convergence rate (607) stochastic gradient descent (1091) stochastic optimization (1060) variance reduction (523) convex optimization (1321) stochastic dual coordinate ascent (8) linear convergence (158) proximal gradient (74) dual coordinate ascent (9) proximal gradient descent (36)

Papers

Second-order Information Promotes Mini-Batch Robustness in Variance-Reduced Gradients JMLR 2025
Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions NIPS 2022
Accelerating Stratified Sampling SGD by Reconstructing Strata IJCAI 2020
A Multigrid Method for Efficiently Training Video Models CVPR 2020
Stochastic Proximal Gradient Descent with Acceleration Techniques NIPS 2014
Accelerated Mini-batch Randomized Block Coordinate Descent Method NIPS 2014
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NIPS 2013