Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation

27 May 2023

Papers citing "Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation"

10 / 10 papers shown

Title
Beyond Propagation of Chaos: A Stochastic Algorithm for Mean Field Optimization Chandan Tankala Dheeraj M. Nagaraj Anant Raj 39 0 0 17 Mar 2025
Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent Krishnakumar Balasubramanian Sayan Banerjee Promit Ghosal 33 2 0 13 Sep 2024
Long-time asymptotics of noisy SVGD outside the population limit Victor Priser Pascal Bianchi Adil Salim 29 1 0 17 Jun 2024
A resource-constrained stochastic scheduling algorithm for homeless street outreach and gleaning edible food Conor M. Artman Aditya Mate Ezinne Nwankwo A. Heching Tsuyoshi Idé ... Kush R. Varshney Lauri Goldkind Gidi Kroch Jaclyn Sawyer Ian Watson 23 0 0 15 Mar 2024
Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting Louis Sharrock Daniel Dodd Christopher Nemeth 22 6 0 24 May 2023
A Finite-Particle Convergence Rate for Stein Variational Gradient Descent Jiaxin Shi Lester W. Mackey 23 18 0 17 Nov 2022
Private Convex Optimization via Exponential Mechanism Sivakanth Gopi Y. Lee Daogao Liu 65 52 0 01 Mar 2022
Faster Convergence of Stochastic Gradient Langevin Dynamics for Non-Log-Concave Sampling Difan Zou Pan Xu Quanquan Gu 31 35 0 19 Oct 2020
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann A. Gretton BDL 99 324 0 09 Feb 2016
MCMC using Hamiltonian dynamics Radford M. Neal 132 3,260 0 09 Jun 2012