Birth-death dynamics for sampling: Global convergence, approximations and their asymptotics

1 November 2022

Papers citing "Birth-death dynamics for sampling: Global convergence, approximations and their asymptotics"

6 / 6 papers shown

Title
New affine invariant ensemble samplers and their dimensional scaling Yifan Chen 24 0 0 05 May 2025
Hellinger-Kantorovich Gradient Flows: Global Exponential Decay of Entropy Functionals Alexander Mielke Jia Jie Zhu 66 1 0 28 Jan 2025
Multi-Objective Optimization via Wasserstein-Fisher-Rao Gradient Flow Yinuo Ren Tesi Xiao Tanmay Gangwani A. Rangi Holakou Rahmanian Lexing Ying Subhajit Sanyal 30 2 0 22 Nov 2023
An Explicit Expansion of the Kullback-Leibler Divergence along its Fisher-Rao Gradient Flow Carles Domingo-Enrich Aram-Alexandre Pooladian MDE 26 11 0 23 Feb 2023
Learning Gaussian Mixtures Using the Wasserstein-Fisher-Rao Gradient Flow Yuling Yan Kaizheng Wang Philippe Rigollet 44 20 0 04 Jan 2023
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