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Optimal Scaling for the Proximal Langevin Algorithm in High Dimensions
21 April 2022
Natesh S. Pillai
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Papers citing
"Optimal Scaling for the Proximal Langevin Algorithm in High Dimensions"
6 / 6 papers shown
Title
Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms
Tim Tsz-Kit Lau
Han Liu
Thomas Pock
101
4
0
25 May 2023
Efficient Bayesian computation for low-photon imaging problems
Savvas Melidonis
P. Dobson
Y. Altmann
Marcelo Pereyra
K. Zygalakis
44
12
0
10 Jun 2022
Projected Stochastic Gradient Langevin Algorithms for Constrained Sampling and Non-Convex Learning
Andrew G. Lamperski
46
28
0
22 Dec 2020
Proximal Markov chain Monte Carlo algorithms
Marcelo Pereyra
148
178
0
02 Jun 2013
Optimal scaling and diffusion limits for the Langevin algorithm in high dimensions
Natesh S. Pillai
Andrew M. Stuart
Alexandre Hoang Thiery
133
100
0
02 Mar 2011
Diffusion limits of the random walk Metropolis algorithm in high dimensions
Jonathan C. Mattingly
Natesh S. Pillai
Andrew M. Stuart
163
114
0
22 Mar 2010
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