158 citations · 160 across the 2 of their papers we have counts for
3 papers
stat.CO2022★ 158 cited
Nested sampling for physical scientists
Greg Ashton, Noam Bernstein, Johannes Buchner +20
We review Skilling's nested sampling (NS) algorithm for Bayesian inference and more broadly multi-dimensional integration. After recapitulating the principles of NS, we survey deve…
math.ST2020
Stability of doubly-intractable distributions
Michael Habeck, Daniel Rudolf, Björn Sprungk
Doubly-intractable distributions appear naturally as posterior distributions in Bayesian inference frameworks whenever the likelihood contains a normalizing function . Having tw…
physics.comp-ph2015★ 2 cited
Ensemble annealing of complex physical systems
Michael Habeck
Algorithms for simulating complex physical systems or solving difficult optimization problems often resort to an annealing process. Rather than simulating the system at the tempera…