Mark Girolami

7 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-3008-253X

Department of Engineering, University of Cambridge

Publications

• Semi-exact control functionals from Sard’s method — Biometrika 2022
• Bayesian Probabilistic Numerical Methods in Time-Dependent State Estimation for Industrial Hydrocyclone Equipment — Journal of the American Statistical Association 2019
• How Deep Are Deep Gaussian Processes? — Journal of Machine Learning Research 2018
• Control functionals for Monte Carlo integration — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• The Controlled Thermodynamic Integral for Bayesian Model Evidence Evaluation — Journal of the American Statistical Association 2016
• Probabilistic prediction of neurological disorders with a statistical assessment of neuroimaging data modalities — The Annals of Applied Statistics 2012
• Riemann manifold Langevin and Hamiltonian Monte Carlo methods — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2011