Towards Understanding the Dynamics of Gaussian-Stein Variational
Gradient Descent

Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent

23 May 2023

Krishnakumar Balasubramanian

Natesh S. Pillai

Papers citing "Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent"

13 / 13 papers shown

Title
Accelerated Stein Variational Gradient Flow Viktor Stein Wuchen Li 56 0 0 30 Mar 2025
Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent Krishnakumar Balasubramanian Sayan Banerjee Promit Ghosal 40 2 0 13 Sep 2024
Long-time asymptotics of noisy SVGD outside the population limit Victor Priser Pascal Bianchi Adil Salim 40 1 0 17 Jun 2024
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning Haeju Lee Minchan Jeong SeYoung Yun Kee-Eung Kim AAML VPVLM 53 2 0 13 Feb 2024
Sampling via Gradient Flows in the Space of Probability Measures Yifan Chen Daniel Zhengyu Huang Jiaoyang Huang Sebastian Reich Andrew M. Stuart 30 13 0 05 Oct 2023
Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation Aniket Das Dheeraj M. Nagaraj 35 7 0 27 May 2023
A Finite-Particle Convergence Rate for Stein Variational Gradient Descent Jiaxin Shi Lester W. Mackey 28 18 0 17 Nov 2022
Regularized Stein Variational Gradient Flow Ye He Krishnakumar Balasubramanian Bharath K. Sriperumbudur Jianfeng Lu OT 34 11 0 15 Nov 2022
Projected Stein Variational Gradient Descent Peng Chen Omar Ghattas BDL 55 68 0 09 Feb 2020
A Stein variational Newton method Gianluca Detommaso Tiangang Cui Alessio Spantini Youssef Marzouk Robert Scheichl 61 114 0 08 Jun 2018
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 86 222 0 06 Mar 2017
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann A. Gretton BDL 107 324 0 09 Feb 2016
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights Weijie Su Stephen P. Boyd Emmanuel J. Candes 105 1,152 0 04 Mar 2015