On a Class of Gibbs Sampling over Networks

On a Class of Gibbs Sampling over Networks

23 June 2023

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Papers citing "On a Class of Gibbs Sampling over Networks"

15 / 15 papers shown

Title
Faster high-accuracy log-concave sampling via algorithmic warm starts Jason M. Altschuler Sinho Chewi 79 35 0 20 Feb 2023
Fisher information lower bounds for sampling Sinho Chewi P. Gerber Holden Lee Chen Lu 93 15 0 05 Oct 2022
Private Convex Optimization via Exponential Mechanism Sivakanth Gopi Y. Lee Daogao Liu 110 53 0 01 Mar 2022
Improved analysis for a proximal algorithm for sampling Yongxin Chen Sinho Chewi Adil Salim Andre Wibisono 94 58 0 13 Feb 2022
Path Integral Sampler: a stochastic control approach for sampling Qinsheng Zhang Yongxin Chen DiffM 89 114 0 30 Nov 2021
Structured Logconcave Sampling with a Restricted Gaussian Oracle Y. Lee Ruoqi Shen Kevin Tian 56 72 0 07 Oct 2020
Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting Maxime Vono Daniel Paulin Arnaud Doucet 83 37 0 23 May 2019
Rapid Convergence of the Unadjusted Langevin Algorithm: Isoperimetry Suffices Santosh Vempala Andre Wibisono 87 265 0 20 Mar 2019
Theoretical guarantees for sampling and inference in generative models with latent diffusions Belinda Tzen Maxim Raginsky DiffM 64 101 0 05 Mar 2019
The total variation distance between high-dimensional Gaussians with the same mean Luc Devroye Abbas Mehrabian Tommy Reddad 72 227 0 19 Oct 2018
Global consensus Monte Carlo Lewis J. Rendell A. M. Johansen Anthony Lee N. Whiteley 56 40 0 24 Jul 2018
Minibatch Gibbs Sampling on Large Graphical Models Christopher De Sa Vincent Chen W. Wong 55 20 0 15 Jun 2018
Split-and-augmented Gibbs sampler - Application to large-scale inference problems Maxime Vono N. Dobigeon P. Chainais 48 54 0 16 Apr 2018
Underdamped Langevin MCMC: A non-asymptotic analysis Xiang Cheng Niladri S. Chatterji Peter L. Bartlett Michael I. Jordan 89 299 0 12 Jul 2017
Theoretical guarantees for approximate sampling from smooth and log-concave densities A. Dalalyan 83 514 0 23 Dec 2014