A Convergence Analysis for A Class of Practical Variance-Reduction
Stochastic Gradient MCMC

A Convergence Analysis for A Class of Practical Variance-Reduction Stochastic Gradient MCMC

4 September 2017

Lawrence Carin

Papers citing "A Convergence Analysis for A Class of Practical Variance-Reduction Stochastic Gradient MCMC"

6 / 6 papers shown

Title
Balance is Essence: Accelerating Sparse Training via Adaptive Gradient Correction Bowen Lei Dongkuan Xu Ruqi Zhang Shuren He Bani Mallick 37 6 0 09 Jan 2023
Stochastic Normalized Gradient Descent with Momentum for Large-Batch Training Shen-Yi Zhao Chang-Wei Shi Yin-Peng Xie Wu-Jun Li ODL 26 8 0 28 Jul 2020
Algorithmic Theory of ODEs and Sampling from Well-conditioned Logconcave Densities Y. Lee Zhao Song Santosh Vempala 24 37 0 15 Dec 2018
On Connecting Stochastic Gradient MCMC and Differential Privacy Bai Li Changyou Chen Hao Liu Lawrence Carin 41 38 0 25 Dec 2017
Control Variates for Stochastic Gradient MCMC Jack Baker Paul Fearnhead E. Fox Christopher Nemeth BDL 30 101 0 16 Jun 2017
On the Convergence of Stochastic Gradient MCMC Algorithms with High-Order Integrators Changyou Chen Nan Ding Lawrence Carin 37 158 0 21 Oct 2016