متابعة
Mark Girolami
Mark Girolami
University of Cambridge
بريد إلكتروني تم التحقق منه على cam.ac.uk
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
25691999
Riemann manifold langevin and hamiltonian monte carlo methods‏
M Girolami, B Calderhead‏
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2011‏
20462011
Mercer kernel-based clustering in feature space‏
M Girolami‏
IEEE transactions on neural networks 13 (3), 780-784, 2002‏
12072002
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
6421999
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
6122000
Hamiltonian Monte Carlo for hierarchical models‏
M Betancourt, M Girolami‏
Current trends in Bayesian methodology with applications 79 (30), 2-4, 2015‏
6102015
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
5792010
Construction with digital twin information systems‏
R Sacks, I Brilakis, E Pikas, HS Xie, M Girolami‏
Data-Centric Engineering 1, e14, 2020‏
5282020
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
3922022
A first course in machine learning‏
S Rogers, M Girolami‏
Chapman and Hall/CRC, 2016‏
3892016
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
3612007
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
3512007
On an equivalence between PLSI and LDA‏
M Girolami, A Kabán‏
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003‏
3442003
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
3402010
Probabilistic numerics and uncertainty in computations‏
P Hennig, MA Osborne, M Girolami‏
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2015‏
3212015
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
3082001
Probability density estimation from optimally condensed data samples‏
M Girolami, C He‏
IEEE Transactions on pattern analysis and machine intelligence 25 (10), 1253 …, 2003‏
3062003
Variational Bayesian multinomial probit regression with Gaussian process priors‏
M Girolami, S Rogers‏
Neural Computation 18 (8), 1790-1817, 2006‏
3012006
Sparse multinomial logistic regression via bayesian l1 regularisation‏
G Cawley, N Talbot, M Girolami‏
Advances in neural information processing systems 19, 2006‏
2992006
Building information modelling, artificial intelligence and construction tech‏
R Sacks, M Girolami, I Brilakis‏
Developments in the Built Environment 4, 100011, 2020‏
2792020
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مقالات 1–20