Accelerating reversible Markov chains

Equation of State Calculations by Fast Computing Machines

N. Metropolis, Arianna W. Rosenbluth, M. N. Rosenbluth et al. · The Journal of Chemical Physics · 1953 · 37.1K citations

Computing, Computer Engineering, Computer Science +9

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

Stuart Geman, Donald Geman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1984 · 18K citations

Arts, Biomedical Engineering, Bayesian Data Analysis +16

Monte Carlo sampling methods using Markov chains and their applications

W. Keith Hastings · Biometrika · 1970 · 15.2K citations

Natural Sciences, Mathematics, Probability Theory +16

Reversible Markov Chains and Random Walks on Graphs

David Aldous, James Allen Fill · 2014 · 968 citations

Natural Sciences, Computer Science, Mathematics +14

Finite Markov Processes and Their Applications.

Dean Isaacson, Marius Iosifescu · Journal of the American Statistical Association · 1981 · 583 citations

Engineering, Mathematics, Markov Decision Processes +13