Efficient Sampling on Riemannian Manifolds via Langevin MCMC

15 February 2024

Papers citing "Efficient Sampling on Riemannian Manifolds via Langevin MCMC"

5 / 5 papers shown

Title
Exponential Convergence Guarantees for Iterative Markovian Fitting Marta Gentiloni Silveri Giovanni Conforti Alain Durmus OT 147 0 0 23 Oct 2025
Riemannian Neural Geodesic Interpolant Jiawen Wu Bingguang Chen Yuyi Zhou Qi Meng Rongchan Zhu Zhi-Ming Ma 137 0 0 22 Apr 2025
Sampling and estimation on manifolds using the Langevin diffusion Karthik Bharath Alexander Lewis Akash Sharma M. Tretyakov DiffM 401 10 0 22 Dec 2023
Riemannian Langevin Monte Carlo schemes for sampling PSD matrices with fixed rank Tianmin Yu Shixin Zheng Jianfeng Lu Govind Menon Xiangxiong Zhang 111 0 0 08 Sep 2023
Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms Tim Tsz-Kit Lau Han Liu Thomas Pock 342 7 0 25 May 2023