Interacting Particle Langevin Algorithm for Maximum Marginal Likelihood Estimation

Interacting Particle Langevin Algorithm for Maximum Marginal Likelihood Estimation

23 March 2023

Ö. Deniz Akyildiz

Sotirios Sabanis

Papers citing "Interacting Particle Langevin Algorithm for Maximum Marginal Likelihood Estimation"

11 / 11 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 35 0 0 11 Sep 2024
How to beat a Bayesian adversary Zihan Ding Kexin Jin J. Latz Chenguang Liu AAML BDL 25 0 0 11 Jul 2024
Kinetic Interacting Particle Langevin Monte Carlo Paul Felix Valsecchi Oliva O. Deniz Akyildiz 28 4 0 08 Jul 2024
Proximal Interacting Particle Langevin Algorithms Paula Cordero Encinar F. R. Crucinio O. Deniz Akyildiz 23 3 0 20 Jun 2024
A Multiscale Perspective on Maximum Marginal Likelihood Estimation O. Deniz Akyildiz M. Ottobre I. Souttar 31 2 0 06 Jun 2024
Taming the Interacting Particle Langevin Algorithm -- the superlinear case Tim Johnston Nikolaos Makras Sotirios Sabanis 14 2 0 28 Mar 2024
Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities Rocco Caprio Juan Kuntz Samuel Power A. M. Johansen 30 7 0 04 Mar 2024
Stochastic Approximation with Biased MCMC for Expectation Maximization Samuel Gruffaz Kyurae Kim Alain Durmus Jacob R. Gardner 38 5 0 27 Feb 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
Convex Analysis of the Mean Field Langevin Dynamics Atsushi Nitanda Denny Wu Taiji Suzuki MLT 59 64 0 25 Jan 2022