Stochastic natural gradient descent draws posterior samples in function space

25 June 2018

Papers citing "Stochastic natural gradient descent draws posterior samples in function space"

6 / 6 papers shown

Title
Don't Decay the Learning Rate, Increase the Batch Size Samuel L. Smith Pieter-Jan Kindermans Chris Ying Quoc V. Le ODL 97 994 0 01 Nov 2017
The Marginal Value of Adaptive Gradient Methods in Machine Learning Ashia Wilson Rebecca Roelofs Mitchell Stern Nathan Srebro Benjamin Recht ODL 56 1,028 0 23 May 2017
A Tutorial on Fisher Information A. Ly M. Marsman J. Verhagen R. Grasman E. Wagenmakers 75 256 0 02 May 2017
Stochastic Gradient Descent as Approximate Bayesian Inference Stephan Mandt Matthew D. Hoffman David M. Blei BDL 52 598 0 13 Apr 2017
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 408 2,935 0 15 Sep 2016
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring S. Ahn Anoop Korattikara Balan Max Welling 77 306 0 27 Jun 2012