Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates

28 May 2019

Papers citing "Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates"

6 / 6 papers shown

Title
Distributed Markov Chain Monte Carlo Sampling based on the Alternating Direction Method of Multipliers Alexandros E. Tzikas Licio Romao Mert Pilanci Alessandro Abate Mykel J. Kochenderfer 39 0 0 29 Jan 2024
ELF: Federated Langevin Algorithms with Primal, Dual and Bidirectional Compression Avetik G. Karagulyan Peter Richtárik FedML 39 6 0 08 Mar 2023
Penalized Langevin dynamics with vanishing penalty for smooth and log-concave targets Avetik G. Karagulyan A. Dalalyan 21 8 0 24 Jun 2020
Primal Dual Interpretation of the Proximal Stochastic Gradient Langevin Algorithm Adil Salim Peter Richtárik 29 38 0 16 Jun 2020
Proximal Langevin Algorithm: Rapid Convergence Under Isoperimetry Andre Wibisono 84 49 0 04 Nov 2019
Asymptotically exact data augmentation: models, properties and algorithms Maxime Vono N. Dobigeon P. Chainais 39 27 0 15 Feb 2019