Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space

3 February 2022

Papers citing "Sampling with Riemannian Hamiltonian Monte Carlo in a Constrained Space"

20 / 20 papers shown

Title
New affine invariant ensemble samplers and their dimensional scaling Yifan Chen 24 0 0 05 May 2025
Constrained Sampling with Primal-Dual Langevin Monte Carlo Luiz F. O. Chamon Mohammad Reza Karimi Anna Korba 31 0 0 08 Jan 2025
Rapid Bayesian Computation and Estimation for Neural Networks via Mixture Distributions Curtis McDonald Andrew R. Barron 64 0 0 26 Nov 2024
Log-Concave Coupling for Sampling Neural Net Posteriors Curtis McDonald Andrew R. Barron 37 1 0 26 Jul 2024
Rényi-infinity constrained sampling with $d^3$ membership queries Yunbum Kook Matthew Shunshi Zhang 34 1 0 17 Jul 2024
Log-Concave Sampling on Compact Supports: A Versatile Proximal Framework Lu Yu 14 0 0 24 May 2024
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics Haoyang Zheng Hengrong Du Qi Feng Wei Deng Guang Lin 39 4 0 13 May 2024
In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies Yunbum Kook Santosh Vempala Matthew Shunshi Zhang 27 7 0 02 May 2024
Reflected Schrödinger Bridge for Constrained Generative Modeling Wei Deng Yu Chen Nicole Tianjiao Yang Hengrong Du Qi Feng Ricky T. Q. Chen 29 7 0 06 Jan 2024
Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin algorithm Vishwak Srinivasan Andre Wibisono Ashia Wilson 30 7 0 14 Dec 2023
Metropolis Sampling for Constrained Diffusion Models N. Fishman Leo Klarner Emile Mathieu M. Hutchinson Valentin De Bortoli DiffM 32 14 0 11 Jul 2023
Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms Tim Tsz-Kit Lau Han Liu Thomas Pock 39 4 0 25 May 2023
Diffusion Models for Constrained Domains N. Fishman Leo Klarner Valentin De Bortoli Emile Mathieu M. Hutchinson DiffM 28 35 0 11 Apr 2023
Sampling with Barriers: Faster Mixing via Lewis Weights Khashayar Gatmiry Jonathan A. Kelner Santosh Vempala 19 6 0 01 Mar 2023
Unbiased constrained sampling with Self-Concordant Barrier Hamiltonian Monte Carlo Maxence Noble Valentin De Bortoli Alain Durmus 21 6 0 21 Oct 2022
Resolving the Mixing Time of the Langevin Algorithm to its Stationary Distribution for Log-Concave Sampling Jason M. Altschuler Kunal Talwar 38 24 0 16 Oct 2022
Condition-number-independent convergence rate of Riemannian Hamiltonian Monte Carlo with numerical integrators Yunbum Kook Y. Lee Ruoqi Shen Santosh Vempala 38 12 0 13 Oct 2022
Sampling in Constrained Domains with Orthogonal-Space Variational Gradient Descent Ruqi Zhang Qiang Liu Xin T. Tong BDL DRL 17 11 0 12 Oct 2022
Sampling Constrained Continuous Probability Distributions: A Review Shiwei Lan Lulu Kang 19 5 0 26 Sep 2022
Sampling Ex-Post Group-Fair Rankings Sruthi Gorantla Amit Deshpande Anand Louis FedML 33 1 0 02 Mar 2022