Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities

4 March 2024

Papers citing "Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities"

9 / 9 papers shown

Title
Kinetic interacting particle system: parameter estimation from complete and partial discrete observations Chiara Amorino Vytaut.e Pilipauskait.e 21 1 0 14 Oct 2024
Statistical Finite Elements via Interacting Particle Langevin Dynamics Alex Glyn-Davies Connor Duffin Ieva Kazlauskaite Mark Girolami O. Deniz Akyildiz 40 0 0 11 Sep 2024
Kinetic Interacting Particle Langevin Monte Carlo Paul Felix Valsecchi Oliva O. Deniz Akyildiz 30 4 0 08 Jul 2024
Particle Semi-Implicit Variational Inference Jen Ning Lim A. M. Johansen 43 3 0 30 Jun 2024
Proximal Interacting Particle Langevin Algorithms Paula Cordero Encinar F. R. Crucinio O. Deniz Akyildiz 25 3 0 20 Jun 2024
A Multiscale Perspective on Maximum Marginal Likelihood Estimation O. Deniz Akyildiz M. Ottobre I. Souttar 33 2 0 06 Jun 2024
Gradient flows for empirical Bayes in high-dimensional linear models Zhou Fan Leying Guan Yandi Shen Yihong Wu BDL 31 5 0 20 Dec 2023
Interacting Particle Langevin Algorithm for Maximum Marginal Likelihood Estimation Ö. Deniz Akyildiz F. R. Crucinio Mark Girolami Tim Johnston Sotirios Sabanis 25 10 0 23 Mar 2023
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 127 1,198 0 16 Aug 2016