Mark Girolami

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Suautori

Chris. J. OatesNewcastle UniversityPotvrđena adresa e-pošte na ncl.ac.uk
Simon RogersSenior Lecturer, Computing Science, University of GlasgowPotvrđena adresa e-pošte na glasgow.ac.uk
Ben CalderheadImperial College LondonPotvrđena adresa e-pošte na imperial.ac.uk
Theodoros (Theo) DamoulasProfessor, CS+Stats, University of Warwick - UKRI Turing AI FellowPotvrđena adresa e-pošte na warwick.ac.uk
François-Xavier BriolAssociate Professor in Statistical Science, UCLPotvrđena adresa e-pošte na ucl.ac.uk
Ata KabanProfessor, University of Birmingham, School of Computer SciencePotvrđena adresa e-pošte na bham.ac.uk
Terrence SejnowskiFrancis Crick Professor, Salk Institute, Distingished Professor, UC San DiegoPotvrđena adresa e-pošte na salk.edu
Te-Won LeePotvrđena adresa e-pošte na ucsd.edu
Alessandro BarpUniversity College London, The Alan Turing InstitutePotvrđena adresa e-pošte na ucl.ac.uk
Maurizio FilipponeAssociate Professor - Statistics Program, KAUSTPotvrđena adresa e-pošte na kaust.edu.sa
Simon ByrneCliMA project, California Institute of TechnologyPotvrđena adresa e-pošte na caltech.edu
Colin CampbellUniversity of BristolPotvrđena adresa e-pošte na bris.ac.uk
Andrew B. DuncanImperial College London and Alan Turing InstitutePotvrđena adresa e-pošte na imperial.ac.uk
Michael A OsborneProfessor of Machine Learning, University of OxfordPotvrđena adresa e-pošte na robots.ox.ac.uk
Vassilios StathopoulosResearch Associate, University College LondonPotvrđena adresa e-pošte na ucl.ac.uk
Roman RosipalSenior Researcher at Slovak Academy of Sciences & CTO at Pacific Development and Technology, LLCPotvrđena adresa e-pošte na savba.sk
Walter KolchDirector, Systems Biology Ireland, University College DublinPotvrđena adresa e-pošte na ucd.ie
Vladislav VyshemirskyLecturer, University of GlasgowPotvrđena adresa e-pošte na glasgow.ac.uk
Andrew M StuartComputing + Mathematical Sciences, CaltechPotvrđena adresa e-pošte na caltech.edu
Ioannis Brilakis, PhDLaing O'Rourke Professor of Civil & Information Engineering, University of CambridgePotvrđena adresa e-pošte na cam.ac.uk

Prati

Mark Girolami

University of Cambridge

Potvrđena adresa e-pošte na cam.ac.uk

Computational Statistics Bayesian Statistics Machine Learning Data Centric Engineering


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
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	2584	1999
Riemann manifold langevin and hamiltonian monte carlo methods M Girolami, B Calderhead Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2011	2054	2011
Mercer kernel-based clustering in feature space M Girolami IEEE transactions on neural networks 13 (3), 780-784, 2002	1208	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
Hamiltonian Monte Carlo for hierarchical models M Betancourt, M Girolami Current trends in Bayesian methodology with applications 79 (30), 2-4, 2015	631	2015
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
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	580	2010
Construction with digital twin information systems R Sacks, I Brilakis, E Pikas, HS Xie, M Girolami Data-centric engineering 1, e14, 2020	541	2020
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	404	2022
A first course in machine learning S Rogers, M Girolami Chapman and Hall/CRC, 2016	390	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	363	2007
On an equivalence between PLSI and LDA M Girolami, A Kabán Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	350	2003
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
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	345	2010
Probabilistic numerics and uncertainty in computations P Hennig, MA Osborne, M Girolami Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2015	323	2015
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	307	2001
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
Sparse multinomial logistic regression via bayesian l1 regularisation G Cawley, N Talbot, M Girolami Advances in neural information processing systems 19, 2006	300	2006
Variational Bayesian multinomial probit regression with Gaussian process priors M Girolami, S Rogers Neural Computation 18 (8), 1790-1817, 2006	299	2006
Building information modelling, artificial intelligence and construction tech R Sacks, M Girolami, I Brilakis Developments in the Built Environment 4, 100011, 2020	281	2020

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