Stereographic Markov Chain Monte Carlo

24 May 2022

Papers citing "Stereographic Markov Chain Monte Carlo"

12 / 12 papers shown

Title
Adaptive Stereographic MCMC Cameron Bell Krzystof Łatuszyński Gareth O. Roberts 30 1 0 21 Aug 2024
Piecewise deterministic generative models Andrea Bertazzi Alain Durmus Dario Shariatian Umut Simsekli Éric Moulines DiffM 27 0 0 28 Jul 2024
Flexible Tails for Normalizing Flows Tennessee Hickling Dennis Prangle 33 0 0 22 Jun 2024
A Separation in Heavy-Tailed Sampling: Gaussian vs. Stable Oracles for Proximal Samplers Ye He Alireza Mousavi-Hosseini Krishnakumar Balasubramanian Murat A. Erdogdu 28 0 0 27 May 2024
Quantifying the effectiveness of linear preconditioning in Markov chain Monte Carlo Max Hird Samuel Livingstone 35 5 0 08 Dec 2023
Monte Carlo on manifolds in high dimensions Kerun Xu Miranda C. Holmes-Cerfon 16 2 0 21 Aug 2023
Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality Alireza Mousavi-Hosseini Tyler Farghly Ye He Krishnakumar Balasubramanian Murat A. Erdogdu 45 25 0 07 Mar 2023
Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling Ye He Tyler Farghly Krishnakumar Balasubramanian Murat A. Erdogdu 47 4 0 01 Mar 2023
Geodesic slice sampling on the sphere Michael Habeck Mareike Hasenpflug Shantanu Kodgirwar Daniel Rudolf 24 10 0 19 Jan 2023
Dimension-independent Markov chain Monte Carlo on the sphere H. Lie Daniel Rudolf Björn Sprungk T. Sullivan 32 6 0 22 Dec 2021
The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data J. Bierkens Paul Fearnhead Gareth O. Roberts 58 231 0 11 Jul 2016
Variable transformation to obtain geometric ergodicity in the random-walk Metropolis algorithm Leif Johnson C. Geyer 71 52 0 27 Feb 2013