Ensemble Markov chain Monte Carlo with teleporting walkers

4 June 2021

Papers citing "Ensemble Markov chain Monte Carlo with teleporting walkers"

12 / 12 papers shown

Title
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach Haoxuan Chen Yinuo Ren Martin Renqiang Min Lexing Ying Zachary Izzo DiffM MedIm 77 2 0 04 Jun 2025
New affine invariant ensemble samplers and their dimensional scaling Yifan Chen 107 0 0 05 May 2025
Fisher-Rao Gradient Flow: Geodesic Convexity and Functional Inequalities José A. Carrillo Yifan Chen Daniel Zhengyu Huang Jiaoyang Huang Dongyi Wei AI4CE 91 4 0 22 Jul 2024
3D Gaussian Splatting as Markov Chain Monte Carlo Shakiba Kheradmand Daniel Rebain Gopal Sharma Weiwei Sun Jeff Tseng Hossam N. Isack Abhishek Kar Andrea Tagliasacchi Kwang Moo Yi 3DGS 106 62 0 15 Apr 2024
Sequential-in-time training of nonlinear parametrizations for solving time-dependent partial differential equations Huan Zhang Yifan Chen Eric Vanden-Eijnden Benjamin Peherstorfer 75 3 0 01 Apr 2024
Ensemble-Based Annealed Importance Sampling Haoxuan Chen Lexing Ying 65 3 0 28 Jan 2024
Sampling via Gradient Flows in the Space of Probability Measures Yifan Chen Daniel Zhengyu Huang Jiaoyang Huang Sebastian Reich Andrew M. Stuart 75 15 0 05 Oct 2023
Accelerate Langevin Sampling with Birth-Death Process and Exploration Component Lezhi Tan Jianfeng Lu 60 4 0 06 May 2023
Gradient Flows for Sampling: Mean-Field Models, Gaussian Approximations and Affine Invariance Yifan Chen Daniel Zhengyu Huang Jiaoyang Huang Sebastian Reich Andrew M. Stuart 76 19 0 21 Feb 2023
Birth-death dynamics for sampling: Global convergence, approximations and their asymptotics Yulong Lu D. Slepčev Lihan Wang 117 25 0 01 Nov 2022
Metastable Mixing of Markov Chains: Efficiently Sampling Low Temperature Exponential Random Graphs Guy Bresler Dheeraj M. Nagaraj Eshaan Nichani 20 2 0 28 Aug 2022
A gradient-free subspace-adjusting ensemble sampler for infinite-dimensional Bayesian inverse problems Matthew M. Dunlop G. Stadler BDL 58 6 0 22 Feb 2022