Natural Langevin Dynamics for Neural Networks

4 December 2017

Papers citing "Natural Langevin Dynamics for Neural Networks"

8 / 8 papers shown

Title
On the Convergence of Stochastic Gradient MCMC Algorithms with High-Order Integrators Changyou Chen Nan Ding Lawrence Carin 66 161 0 21 Oct 2016
High-dimensional Bayesian inference via the Unadjusted Langevin Algorithm Alain Durmus Eric Moulines 74 355 0 05 May 2016
Practical Riemannian Neural Networks Gaétan Marceau-Caron Yann Ollivier 38 20 0 25 Feb 2016
Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks Chunyuan Li Changyou Chen David Carlson Lawrence Carin ODL BDL 79 325 0 23 Dec 2015
Consistency and fluctuations for stochastic gradient Langevin dynamics Yee Whye Teh Alexandre Hoang Thiery Sebastian J. Vollmer 66 234 0 01 Sep 2014
Langevin diffusions and the Metropolis-adjusted Langevin algorithm Tatiana Xifara Chris Sherlock Samuel Livingstone Simon Byrne Mark Girolami 80 126 0 11 Sep 2013
Riemannian metrics for neural networks I: feedforward networks Yann Ollivier 74 103 0 04 Mar 2013
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring S. Ahn Anoop Korattikara Balan Max Welling 77 306 0 27 Jun 2012