Accelerating Minibatch Stochastic Gradient Descent using Stratified
Sampling

Accelerating Minibatch Stochastic Gradient Descent using Stratified Sampling

13 May 2014

Tong Zhang

Papers citing "Accelerating Minibatch Stochastic Gradient Descent using Stratified Sampling"

5 / 5 papers shown

Title
Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL Jiarui Yao Yifan Hao Hanning Zhang Hanze Dong Wei Xiong Nan Jiang Tong Zhang LRM 86 1 0 05 May 2025
Importance Sampling for Minibatches Dominik Csiba Peter Richtárik 66 114 0 06 Feb 2016
Stochastic Optimization with Importance Sampling P. Zhao Tong Zhang 72 343 0 13 Jan 2014
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes Ohad Shamir Tong Zhang 136 573 0 08 Dec 2012
Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization Alexander Rakhlin Ohad Shamir Karthik Sridharan 118 764 0 26 Sep 2011