Ben Calderhead

Advances in Neural Information Processing Systems 29

Onur Teymur, Kostas Zygalakis, Ben Calderhead · 2016 · 13.5K citations

Life Sciences, Computer Science, Neuroscience +12

Riemann Manifold Langevin and Hamiltonian Monte Carlo Methods

Mark Girolami, Ben Calderhead · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2011 · 1.5K citations · Full text

Business, Biostatistics, Statistical Modeling +16

Estimating Bayes factors via thermodynamic integration and population MCMC

Ben Calderhead, Mark Girolami · Computational Statistics & Data Analysis · 2009 · 176 citations

Natural Sciences, Bioinformatics, Bayesian Data Analysis +15

Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes

Ben Calderhead, Mark Girolami, Neil D. Lawrence · 2008 · 144 citations

Computing, Physics, Dynamical Systems +16

A general construction for parallelizing Metropolis−Hastings algorithms

Ben Calderhead · Proceedings of the National Academy of Sciences · 2014 · 143 citations · Full text

Computing, Computer Science, Parallel Algorithms +16