Approximate spectral gaps for Markov chains mixing times in high dimensions

28 March 2019

Papers citing "Approximate spectral gaps for Markov chains mixing times in high dimensions"

10 / 10 papers shown

Title
Simulated Tempering Langevin Monte Carlo II: An Improved Proof using Soft Markov Chain Decomposition Rong Ge Holden Lee Andrej Risteski 122 28 0 29 Nov 2018
Perturbation Bounds for Monte Carlo within Metropolis via Restricted Approximations F. Medina-Aguayo Daniel Rudolf Nikolaus Schweizer 36 25 0 25 Sep 2018
Log-concave sampling: Metropolis-Hastings algorithms are fast Raaz Dwivedi Yuansi Chen Martin J. Wainwright Bin Yu 66 255 0 08 Jan 2018
On the contraction properties of some high-dimensional quasi-posterior distributions Yves F. Atchadé 81 39 0 31 Aug 2015
Fast sampling with Gaussian scale-mixture priors in high-dimensional regression A. Bhattacharya Antik Chakraborty Bani Mallick 62 179 0 15 Jun 2015
On the Computational Complexity of High-Dimensional Bayesian Variable Selection Yun Yang Martin J. Wainwright Michael I. Jordan 106 151 0 29 May 2015
Bayesian variable selection with shrinking and diffusing priors N. Narisetty Xuming He BDL 83 212 0 26 May 2014
Bayesian linear regression with sparse priors I. Castillo Johannes Schmidt-Hieber A. van der Vaart 167 379 0 04 Mar 2014
Error bounds for Metropolis-Hastings algorithms applied to perturbations of Gaussian measures in high dimensions A. Eberle 94 41 0 03 Oct 2012
Lasso-type recovery of sparse representations for high-dimensional data N. Meinshausen Bin Yu 475 882 0 01 Jun 2008