Approximate spectral gaps for Markov chains mixing times in high
dimensions

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Approximate spectral gaps for Markov chains mixing times in high dimensions

28 March 2019

Yves F. Atchadé

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

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Title
Restricted Spectral Gap Decomposition for Simulated Tempering Targeting Mixture Distributions Jhanvi Garg Krishna Balasubramanian Quan Zhou 120 0 0 21 May 2025
Dimension-free Relaxation Times of Informed MCMC Samplers on Discrete Spaces Hyunwoong Chang Quan Zhou 77 6 0 05 Apr 2024
Spectral gap bounds for reversible hybrid Gibbs chains Qian Qin Nianqiao Ju Guanyang Wang 73 5 0 20 Dec 2023
From Estimation to Sampling for Bayesian Linear Regression with Spike-and-Slab Prior Qijia Jiang 41 0 0 09 Jul 2023
Poincaré inequalities for Markov chains: a meeting with Cheeger, Lyapunov and Metropolis Christophe Andrieu Anthony Lee Samuel Power Andi Q. Wang 22 7 0 10 Aug 2022
Tuning Stochastic Gradient Algorithms for Statistical Inference via Large-Sample Asymptotics Jeffrey Negrea Jun Yang Haoyue Feng Daniel M. Roy Jonathan H. Huggins 53 1 0 25 Jul 2022
Coupling-based convergence assessment of some Gibbs samplers for high-dimensional Bayesian regression with shrinkage priors N. Biswas A. Bhattacharya Pierre E. Jacob J. Johndrow 78 14 0 09 Dec 2020
An asymptotic Peskun ordering and its application to lifted samplers Philippe Gagnon Florian Maire 44 8 0 11 Mar 2020