Ensemble-Based Annealed Importance Sampling

28 January 2024

Papers citing "Ensemble-Based Annealed Importance Sampling"

19 / 19 papers shown

Title
New affine invariant ensemble samplers and their dimensional scaling Yifan Chen 81 0 0 05 May 2025
Sampling in Unit Time with Kernel Fisher-Rao Flow A. Maurais Youssef Marzouk 42 17 0 08 Jan 2024
Multimodal Sampling via Approximate Symmetries Lexing Ying 37 2 0 11 Oct 2023
Efficient Training of Energy-Based Models Using Jarzynski Equality D. Carbone Mengjian Hua Simon Coste Eric Vanden-Eijnden 35 7 0 30 May 2023
Accelerate Langevin Sampling with Birth-Death Process and Exploration Component Lezhi Tan Jianfeng Lu 46 4 0 06 May 2023
Generative Modeling via Hierarchical Tensor Sketching Yifan Peng Yian Chen E. Stoudenmire Y. Khoo 39 15 0 11 Apr 2023
Flow Annealed Importance Sampling Bootstrap Laurence Illing Midgley Vincent Stimper G. Simm Bernhard Schölkopf José Miguel Hernández-Lobato 80 90 0 03 Aug 2022
Annealed Leap-Point Sampler for Multimodal Target Distributions Nicholas G. Tawn M. Moores Gareth O. Roberts 45 6 0 24 Dec 2021
Differentiable Annealed Importance Sampling and the Perils of Gradient Noise Guodong Zhang Kyle Hsu Jianing Li Chelsea Finn Roger C. Grosse 59 40 0 21 Jul 2021
Ensemble Markov chain Monte Carlo with teleporting walkers M. Lindsey Jonathan Weare Anna Zhang 38 17 0 04 Jun 2021
Spatial Monte Carlo Integration with Annealed Importance Sampling Muneki Yasuda Kaiji Sekimoto 32 2 0 21 Dec 2020
Complexity of zigzag sampling algorithm for strongly log-concave distributions Jianfeng Lu Lihan Wang 33 6 0 21 Dec 2020
Stein Variational Gradient Descent as Gradient Flow Qiang Liu OT 67 275 0 25 Apr 2017
Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm Qiang Liu Dilin Wang BDL 65 1,091 0 16 Aug 2016
The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data J. Bierkens Paul Fearnhead Gareth O. Roberts 67 233 0 11 Jul 2016
On the Geometric Ergodicity of Hamiltonian Monte Carlo Samuel Livingstone M. Betancourt Simon Byrne Mark Girolami 85 116 0 29 Jan 2016
Non-asymptotic convergence analysis for the Unadjusted Langevin Algorithm Alain Durmus Eric Moulines 64 412 0 17 Jul 2015
Theoretical guarantees for approximate sampling from smooth and log-concave densities A. Dalalyan 66 514 0 23 Dec 2014
MCMC using Hamiltonian dynamics Radford M. Neal 288 3,276 0 09 Jun 2012