Mark Girolami

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Chris. J. OatesNewcastle UniversityDirección de correo verificada de ncl.ac.uk
Simon RogersSenior Lecturer, Computing Science, University of GlasgowDirección de correo verificada de glasgow.ac.uk
Ben CalderheadImperial College LondonDirección de correo verificada de imperial.ac.uk
Theodoros (Theo) DamoulasProfessor, CS+Stats, University of Warwick - UKRI Turing AI FellowDirección de correo verificada de warwick.ac.uk
François-Xavier BriolAssociate Professor in Statistical Science, UCLDirección de correo verificada de ucl.ac.uk
Ata KabanUniversity of Birmingham, School of Computer ScienceDirección de correo verificada de bham.ac.uk
Terrence SejnowskiFrancis Crick Professor, Salk Institute, Distingished Professor, UC San DiegoDirección de correo verificada de salk.edu
Te-Won LeeDirección de correo verificada de ucsd.edu
Alessandro BarpUniversity College London, The Alan Turing InstituteDirección de correo verificada de ucl.ac.uk
Maurizio FilipponeAssociate Professor - Statistics Program, KAUSTDirección de correo verificada de kaust.edu.sa
Simon ByrneCliMA project, California Institute of TechnologyDirección de correo verificada de caltech.edu
Colin CampbellUniversity of BristolDirección de correo verificada de bris.ac.uk
Michael A OsborneProfessor of Machine Learning, University of OxfordDirección de correo verificada de robots.ox.ac.uk
Vassilios StathopoulosResearch Associate, University College LondonDirección de correo verificada de ucl.ac.uk
Andrew M StuartComputing + Mathematical Sciences, CaltechDirección de correo verificada de caltech.edu
Andrew B. DuncanImperial College London and Alan Turing InstituteDirección de correo verificada de imperial.ac.uk
Walter KolchDirector, Systems Biology Ireland, University College DublinDirección de correo verificada de ucd.ie
Roman RosipalSenior Researcher at Slovak Academy of Sciences & CTO at Pacific Development and Technology, LLCDirección de correo verificada de savba.sk
Kate Elizabeth JonesProfessor Ecology and Biodiversity, University College LondonDirección de correo verificada de ucl.ac.uk
Harald MischakMosaiques DiagnosticsDirección de correo verificada de mosaiques.de

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Mark Girolami

University of Cambridge

Dirección de correo verificada de cam.ac.uk - Página principal

Computational Statistics Bayesian Statistics Machine Learning Data Centric Engineering


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources TW Lee, M Girolami, TJ Sejnowski Neural computation 11 (2), 417-441, 1999	2548	1999
Riemann manifold langevin and hamiltonian monte carlo methods M Girolami, B Calderhead Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2011	2009	2011
Mercer kernel-based clustering in feature space M Girolami IEEE transactions on neural networks 13 (3), 780-784, 2002	1202	2002
Blind source separation of more sources than mixtures using overcomplete representations TW Lee, MS Lewicki, M Girolami, TJ Sejnowski IEEE signal processing letters 6 (4), 87-90, 1999	642	1999
A unifying information-theoretic framework for independent component analysis TW Lee, M Girolami, AJ Bell, TJ Sejnowski Computers & Mathematics with Applications 39 (11), 1-21, 2000	612	2000
Hamiltonian Monte Carlo for hierarchical models M Betancourt, M Girolami Current trends in Bayesian methodology with applications 79 (30), 2-4, 2015	590	2015
Naturally occurring human urinary peptides for use in diagnosis of chronic kidney disease DM Good, P Zürbig, A Argiles, HW Bauer, G Behrens, JJ Coon, M Dakna, ... Molecular & cellular proteomics 9 (11), 2424-2437, 2010	570	2010
Construction with digital twin information systems R Sacks, I Brilakis, E Pikas, HS Xie, M Girolami Data-Centric Engineering 1, e14, 2020	502	2020
A first course in machine learning S Rogers, M Girolami Chapman and Hall/CRC, 2016	385	2016
Clinical proteomics: a need to define the field and to begin to set adequate standards H Mischak, R Apweiler, RE Banks, M Conaway, J Coon, A Dominiczak, ... PROTEOMICS–Clinical Applications 1 (2), 148-156, 2007	361	2007
Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights A Malekloo, E Ozer, M AlHamaydeh, M Girolami Structural Health Monitoring 21 (4), 1906-1955, 2022	354	2022
Advances in urinary proteome analysis and biomarker discovery D Fliser, J Novak, V Thongboonkerd, V Jankowski, MA Girolami, ... Journal of the American Society of Nephrology 18 (4), 1057-1071, 2007	348	2007
On an equivalence between PLSI and LDA M Girolami, A Kabán Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	342	2003
Recommendations for biomarker identification and qualification in clinical proteomics H Mischak, G Allmaier, R Apweiler, T Attwood, M Baumann, A Benigni, ... Science translational medicine 2 (46), 46ps42-46ps42, 2010	337	2010
Probabilistic numerics and uncertainty in computations P Hennig, MA Osborne, M Girolami Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2015	319	2015
Probability density estimation from optimally condensed data samples M Girolami, C He IEEE Transactions on pattern analysis and machine intelligence 25 (10), 1253 …, 2003	306	2003
Kernel PCA for feature extraction and de-noising in nonlinear regression R Rosipal, M Girolami, LJ Trejo, A Cichocki Neural Computing & Applications 10, 231-243, 2001	306	2001
Variational Bayesian multinomial probit regression with Gaussian process priors M Girolami, S Rogers Neural Computation 18 (8), 1790-1817, 2006	299	2006
Sparse multinomial logistic regression via bayesian l1 regularisation G Cawley, N Talbot, M Girolami Advances in neural information processing systems 19, 2006	298	2006
Lecture notes in computer science (including subseries lecture notes in artificial intelligence and lecture notes in bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006	266*	2006

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