A New Method for Spectral Decomposition Using a Bilinear Bayesian Approach

Optimization by Simulated Annealing

Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations

Natural Sciences, Mathematics, Algorithms +10

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

On the Statistical Analysis of Dirty Pictures

Julian Besag · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1986 · 4.2K citations

Computing, Computer Science, Bayesian Data Analysis +11