Stochastic Quasi-Newton Langevin Monte Carlo

Stochastic Quasi-Newton Langevin Monte Carlo

10 February 2016

Papers citing "Stochastic Quasi-Newton Langevin Monte Carlo"

15 / 15 papers shown

Title
New affine invariant ensemble samplers and their dimensional scaling Yifan Chen 81 0 0 05 May 2025
On the Convergence of Stochastic Gradient MCMC Algorithms with High-Order Integrators Changyou Chen Nan Ding Lawrence Carin 66 161 0 21 Oct 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
Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling Xiaocheng Shang Zhanxing Zhu Benedict Leimkuhler Amos J. Storkey 51 51 0 29 Oct 2015
A Complete Recipe for Stochastic Gradient MCMC Yian Ma Tianqi Chen E. Fox BDL SyDa 60 486 0 15 Jun 2015
Parallel Stochastic Gradient Markov Chain Monte Carlo for Matrix Factorisation Models Umut Simsekli Hazal Koptagel Hakan Güldaş taylan. cemgil Figen Oztoprak Ilker Birbil 60 12 0 03 Jun 2015
Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC Sungjin Ahn Anoop Korattikara Balan Nathan Liu Suju Rajan Max Welling BDL 81 59 0 05 Mar 2015
Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo Yu Wang S. Fienberg Alex Smola 57 248 0 26 Feb 2015
Quasi-Newton particle Metropolis-Hastings J. Dahlin Fredrik Lindsten Thomas B. Schon 121 9 0 12 Feb 2015
Consistency and fluctuations for stochastic gradient Langevin dynamics Yee Whye Teh Alexandre Hoang Thiery Sebastian J. Vollmer 66 234 0 01 Sep 2014
Stochastic Gradient Hamiltonian Monte Carlo Tianqi Chen E. Fox Carlos Guestrin BDL 104 908 0 17 Feb 2014
A Stochastic Quasi-Newton Method for Large-Scale Optimization R. Byrd Samantha Hansen J. Nocedal Y. Singer ODL 105 471 0 27 Jan 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
Proximal Markov chain Monte Carlo algorithms Marcelo Pereyra 79 178 0 02 Jun 2013
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring S. Ahn Anoop Korattikara Balan Max Welling 77 306 0 27 Jun 2012

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.