Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition

1 June 2022

Papers citing "Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition"

15 / 15 papers shown

Title
Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent Krishnakumar Balasubramanian Sayan Banerjee Promit Ghosal 46 2 0 13 Sep 2024
Long-time asymptotics of noisy SVGD outside the population limit Victor Priser Pascal Bianchi Adil Salim 45 1 0 17 Jun 2024
A Stochastic Quasi-Newton Method for Non-convex Optimization with Non-uniform Smoothness Zhenyu Sun Ermin Wei 47 0 0 22 Mar 2024
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning Haeju Lee Minchan Jeong SeYoung Yun Kee-Eung Kim AAML VPVLM 55 3 0 13 Feb 2024
Stein Boltzmann Sampling: A Variational Approach for Global Optimization Gaetan Serré Argyris Kalogeratos Nicolas Vayatis OT 29 1 0 07 Feb 2024
Towards a Better Theoretical Understanding of Independent Subnetwork Training Egor Shulgin Peter Richtárik AI4CE 42 6 0 28 Jun 2023
Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation Aniket Das Dheeraj M. Nagaraj 45 7 0 27 May 2023
Learning Rate Free Sampling in Constrained Domains Louis Sharrock Lester W. Mackey Christopher Nemeth 43 2 0 24 May 2023
Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent Tianle Liu Promit Ghosal Krishnakumar Balasubramanian Natesh S. Pillai 38 9 0 23 May 2023
Variance-reduced Clipping for Non-convex Optimization Amirhossein Reisizadeh Haochuan Li Subhro Das Ali Jadbabaie 31 26 0 02 Mar 2023
A Finite-Particle Convergence Rate for Stein Variational Gradient Descent Jiaxin Shi Lester W. Mackey 28 18 0 17 Nov 2022
Improved Stein Variational Gradient Descent with Importance Weights Lukang Sun Peter Richtárik 36 3 0 02 Oct 2022
A Note on the Convergence of Mirrored Stein Variational Gradient Descent under $(L_0,L_1)-$ Smoothness Condition Lukang Sun Peter Richtárik 22 5 0 20 Jun 2022
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 86 223 0 06 Mar 2017