Scholar
Mark Girolami
Google Scholar ID: BSoawXwAAAAJ
University of Cambridge
Computational Statistics
Bayesian Statistics
Machine Learning
Data Centric Engineering
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Citations & Impact
All-time
Citations
11,964
H-index
51
i10-index
164
Publications
20
Co-authors
121
list available
Publications
14 items
Beyond Unimodal Bases: Pullback Geometry for Multimodal Data
2026
Cited
0
Search Dimension in Unlabeled Projection Pursuit: A Scaling Law for Subspace Restriction
2026
Cited
0
When Noise Estimation Hides Basis Misspecification in Repeated Bayesian Inverse Problems
2026
Cited
0
Generative Priors Conditioned on Natural Language for Bayesian Inversion in PDEs
2026
Cited
0
Beyond Laplace: Closed-form wrapped Gaussian posterior approximations on statistical manifolds
2026
Cited
0
Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion
2026
Cited
0
Distributional Inverse Homogenization
2026
Cited
0
Towards Efficient and Stable Ocean State Forecasting: A Continuous-Time Koopman Approach
2026
Cited
0
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Co-authors
9 total
Chris. J. Oates
Newcastle University
François-Xavier Briol
Professor of Statistics and Machine Learning, UCL
Terrence Sejnowski
Francis Crick Professor, Salk Institute, Distingished Professor, UC San Diego
Alessandro Barp
University College London, The Alan Turing Institute
Maurizio Filippone
Associate Professor - Statistics Program, KAUST
Andrew B. Duncan
Imperial College London
Colin Campbell
University of Bristol
Michael A Osborne
Professor of Machine Learning, University of Oxford
