default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Mark A. Girolami
@article{DBLP:journals/cj/WalshKWIOGDGD24,
author = {James Walsh and
Oluwafunmilola Kesa and
Andrew Wang and
Mihai Ilas and
Patrick O'Hara and
Oscar Giles and
Neil Dhir and
Mark Girolami and
Theodoros Damoulas},
title = {Near Real-Time Social Distance Estimation In London},
journal = {Comput. J.},
volume = {67},
number = {1},
pages = {95--109},
year = {2024},
url = {https://doi.org/10.1093/comjnl/bxac160},
doi = {10.1093/COMJNL/BXAC160},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cj/WalshKWIOGDGD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ZhangdHSGB24,
author = {Yiming Zhang and
Alix Marie d'Avigneau and
Georgios M. Hadjidemetriou and
Lavindra de Silva and
Mark Girolami and
Ioannis K. Brilakis},
title = {Bayesian dynamic modelling for probabilistic prediction of pavement
condition},
journal = {Eng. Appl. Artif. Intell.},
volume = {133},
pages = {108637},
year = {2024},
url = {https://doi.org/10.1016/j.engappai.2024.108637},
doi = {10.1016/J.ENGAPPAI.2024.108637},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/ZhangdHSGB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/GlynDaviesDAG24,
author = {Alex Glyn{-}Davies and
Connor Duffin and
{\"{O}}mer Deniz Akyildiz and
Mark Girolami},
title = {{\(\Phi\)}-DVAE: Physics-informed dynamical variational autoencoders
for unstructured data assimilation},
journal = {J. Comput. Phys.},
volume = {515},
pages = {113293},
year = {2024},
url = {https://doi.org/10.1016/j.jcp.2024.113293},
doi = {10.1016/J.JCP.2024.113293},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/GlynDaviesDAG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/KuokYDG24,
author = {Sin{-}Chi Kuok and
Ka{-}Veng Yuen and
Tim J. Dodwell and
Mark Girolami},
title = {Generative broad Bayesian {(GBB)} imputer for missing data imputation
with uncertainty quantification},
journal = {Knowl. Based Syst.},
volume = {301},
pages = {112272},
year = {2024},
url = {https://doi.org/10.1016/j.knosys.2024.112272},
doi = {10.1016/J.KNOSYS.2024.112272},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/KuokYDG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YuHSGK24,
author = {Hanlin Yu and
Marcelo Hartmann and
Bernardo Williams Moreno Sanchez and
Mark Girolami and
Arto Klami},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Riemannian Laplace Approximation with the Fisher Metric},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {820--828},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/yu24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YuHSGK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17955,
author = {{\"{O}}mer Deniz Akyildiz and
Mark Girolami and
Andrew M. Stuart and
Arnaud Vadeboncoeur},
title = {Efficient Prior Calibration From Indirect Data},
journal = {CoRR},
volume = {abs/2405.17955},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17955},
doi = {10.48550/ARXIV.2405.17955},
eprinttype = {arXiv},
eprint = {2405.17955},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacie/BullFDSLPDG23,
author = {Lawrence A. Bull and
Domenic Di Francesco and
Maharshi Harshadbhai Dhada and
Olof Steinert and
Tony Lindgren and
Ajith Kumar Parlikad and
Andrew B. Duncan and
Mark Girolami},
title = {Hierarchical Bayesian modeling for knowledge transfer across engineering
fleets via multitask learning},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {38},
number = {7},
pages = {821--848},
year = {2023},
url = {https://doi.org/10.1111/mice.12901},
doi = {10.1111/MICE.12901},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacie/BullFDSLPDG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/VadeboncoeurAKGC23,
author = {Arnaud Vadeboncoeur and
{\"{O}}mer Deniz Akyildiz and
Ieva Kazlauskaite and
Mark Girolami and
Fehmi Cirak},
title = {Fully probabilistic deep models for forward and inverse problems in
parametric PDEs},
journal = {J. Comput. Phys.},
volume = {491},
pages = {112369},
year = {2023},
url = {https://doi.org/10.1016/j.jcp.2023.112369},
doi = {10.1016/J.JCP.2023.112369},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/VadeboncoeurAKGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PapandreouCGD23,
author = {Yanni Papandreou and
Jon Cockayne and
Mark Girolami and
Andrew B. Duncan},
title = {Theoretical Guarantees for the Statistical Finite Element Method},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {11},
number = {4},
pages = {1278--1307},
year = {2023},
url = {https://doi.org/10.1137/21m1463963},
doi = {10.1137/21M1463963},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/PapandreouCGD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/VargasOFGLN23,
author = {Francisco Vargas and
Andrius Ovsianas and
David Fernandes and
Mark Girolami and
Neil D. Lawrence and
Nikolas N{\"{u}}sken},
title = {Bayesian learning via neural Schr{\"{o}}dinger-F{\"{o}}llmer
flows},
journal = {Stat. Comput.},
volume = {33},
number = {1},
pages = {3},
year = {2023},
url = {https://doi.org/10.1007/s11222-022-10172-5},
doi = {10.1007/S11222-022-10172-5},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/VargasOFGLN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HubbertPOG23,
author = {Simon Hubbert and
Emilio Porcu and
Chris J. Oates and
Mark Girolami},
title = {Sobolev Spaces, Kernels and Discrepancies over Hyperspheres},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=82hRiAbnnm},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HubbertPOG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MarinoniMSSG23,
author = {Andrea Marinoni and
Marine Mercier and
Qian Shi and
Sivasakthy Selvakumaran and
Mark Girolami},
title = {Incorporating Reliability in Graph Information Propagation by Fluid
Dynamics Diffusion: {A} case of Multimodal Semisupervised Deep Learning},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095086},
doi = {10.1109/ICASSP49357.2023.10095086},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MarinoniMSSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VadeboncoeurKPC23,
author = {Arnaud Vadeboncoeur and
Ieva Kazlauskaite and
Yanni Papandreou and
Fehmi Cirak and
Mark Girolami and
{\"{O}}mer Deniz Akyildiz},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Random Grid Neural Processes for Parametric Partial Differential Equations},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {34759--34778},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/vadeboncoeur23a.html},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VadeboncoeurKPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11040,
author = {Arnaud Vadeboncoeur and
Ieva Kazlauskaite and
Yanni Papandreou and
Fehmi Cirak and
Mark Girolami and
{\"{O}}mer Deniz Akyildiz},
title = {Random Grid Neural Processes for Parametric Partial Differential Equations},
journal = {CoRR},
volume = {abs/2301.11040},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11040},
doi = {10.48550/ARXIV.2301.11040},
eprinttype = {arXiv},
eprint = {2301.11040},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-18059,
author = {Thomas Gaskin and
Grigorios A. Pavliotis and
Mark Girolami},
title = {Inferring networks from time series: a neural approach},
journal = {CoRR},
volume = {abs/2303.18059},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.18059},
doi = {10.48550/ARXIV.2303.18059},
eprinttype = {arXiv},
eprint = {2303.18059},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-18059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08657,
author = {Lawrence A. Bull and
Matthew R. Jones and
Elizabeth J. Cross and
Andrew B. Duncan and
Mark Girolami},
title = {Encoding Domain Expertise into Multilevel Models for Source Location},
journal = {CoRR},
volume = {abs/2305.08657},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08657},
doi = {10.48550/ARXIV.2305.08657},
eprinttype = {arXiv},
eprint = {2305.08657},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-08305,
author = {Marcelo Hartmann and
Bernardo Williams and
Hanlin Yu and
Mark Girolami and
Alessandro Barp and
Arto Klami},
title = {Warped geometric information on the optimisation of Euclidean functions},
journal = {CoRR},
volume = {abs/2308.08305},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.08305},
doi = {10.48550/ARXIV.2308.08305},
eprinttype = {arXiv},
eprint = {2308.08305},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-08305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02766,
author = {Hanlin Yu and
Marcelo Hartmann and
Bernardo Williams and
Mark Girolami and
Arto Klami},
title = {Riemannian Laplace Approximation with the Fisher Metric},
journal = {CoRR},
volume = {abs/2311.02766},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02766},
doi = {10.48550/ARXIV.2311.02766},
eprinttype = {arXiv},
eprint = {2311.02766},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17598,
author = {Andrea Marinoni and
Pietro Lio' and
Alessandro Barp and
Christian Jutten and
Mark Girolami},
title = {Improving embedding of graphs with missing data by soft manifolds},
journal = {CoRR},
volume = {abs/2311.17598},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17598},
doi = {10.48550/ARXIV.2311.17598},
eprinttype = {arXiv},
eprint = {2311.17598},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/DuffinCSG22,
author = {Connor Duffin and
Edward Cripps and
Thomas Stemler and
Mark Girolami},
title = {Low-rank statistical finite elements for scalable model-data synthesis},
journal = {J. Comput. Phys.},
volume = {463},
pages = {111261},
year = {2022},
url = {https://doi.org/10.1016/j.jcp.2022.111261},
doi = {10.1016/J.JCP.2022.111261},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/DuffinCSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AkyildizDSG22,
author = {{\"{O}}mer Deniz Akyildiz and
Connor Duffin and
Sotirios Sabanis and
Mark Girolami},
title = {Statistical Finite Elements via Langevin Dynamics},
journal = {{SIAM/ASA} J. Uncertain. Quantification},
volume = {10},
number = {4},
pages = {1560--1585},
year = {2022},
url = {https://doi.org/10.1137/21m1463094},
doi = {10.1137/21M1463094},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/juq/AkyildizDSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/Glyn-DaviesG22,
author = {Alex Glyn{-}Davies and
Mark Girolami},
title = {Anomaly detection in streaming data with gaussian process based stochastic
differential equations},
journal = {Pattern Recognit. Lett.},
volume = {153},
pages = {254--260},
year = {2022},
url = {https://doi.org/10.1016/j.patrec.2021.12.017},
doi = {10.1016/J.PATREC.2021.12.017},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/Glyn-DaviesG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/BunkerCGS22,
author = {Justin Bunker and
Kristal Curtis and
Mark Girolami and
Ram Sriharsha},
title = {A mixture modeling approach for clustering log files with coreset
and user feedback},
journal = {Pattern Recognit. Lett.},
volume = {156},
pages = {74--80},
year = {2022},
url = {https://doi.org/10.1016/j.patrec.2022.01.027},
doi = {10.1016/J.PATREC.2022.01.027},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/BunkerCGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HartmannGK22,
author = {Marcelo Hartmann and
Mark Girolami and
Arto Klami},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Lagrangian manifold Monte Carlo on Monge patches},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {4764--4781},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/hartmann22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HartmannGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-07543,
author = {Toni Karvonen and
Fehmi Cirak and
Mark Girolami},
title = {Error analysis for a statistical finite element method},
journal = {CoRR},
volume = {abs/2201.07543},
year = {2022},
url = {https://arxiv.org/abs/2201.07543},
eprinttype = {arXiv},
eprint = {2201.07543},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-07543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-00755,
author = {Marcelo Hartmann and
Mark Girolami and
Arto Klami},
title = {Lagrangian Manifold Monte Carlo on Monge Patches},
journal = {CoRR},
volume = {abs/2202.00755},
year = {2022},
url = {https://arxiv.org/abs/2202.00755},
eprinttype = {arXiv},
eprint = {2202.00755},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-00755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10592,
author = {Alessandro Barp and
Lancelot Da Costa and
Guilherme Fran{\c{c}}a and
Karl J. Friston and
Mark A. Girolami and
Michael I. Jordan and
Grigorios A. Pavliotis},
title = {Geometric Methods for Sampling, Optimisation, Inference and Adaptive
Agents},
journal = {CoRR},
volume = {abs/2203.10592},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.10592},
doi = {10.48550/ARXIV.2203.10592},
eprinttype = {arXiv},
eprint = {2203.10592},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-10592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12404,
author = {Lawrence A. Bull and
Maharshi Harshadbhai Dhada and
Olof Steinert and
Tony Lindgren and
Ajith Kumar Parlikad and
Andrew B. Duncan and
Mark Girolami},
title = {Knowledge Transfer in Engineering Fleets: Hierarchical Bayesian Modelling
for Multi-Task Learning},
journal = {CoRR},
volume = {abs/2204.12404},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12404},
doi = {10.48550/ARXIV.2204.12404},
eprinttype = {arXiv},
eprint = {2204.12404},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04856,
author = {Arnaud Vadeboncoeur and
{\"{O}}mer Deniz Akyildiz and
Ieva Kazlauskaite and
Mark Girolami and
Fehmi Cirak},
title = {Deep Probabilistic Models for Forward and Inverse Problems in Parametric
PDEs},
journal = {CoRR},
volume = {abs/2208.04856},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04856},
doi = {10.48550/ARXIV.2208.04856},
eprinttype = {arXiv},
eprint = {2208.04856},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-12835,
author = {Alessandro Barp and
Carl{-}Johann Simon{-}Gabriel and
Mark Girolami and
Lester Mackey},
title = {Targeted Separation and Convergence with Kernel Discrepancies},
journal = {CoRR},
volume = {abs/2209.12835},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.12835},
doi = {10.48550/ARXIV.2209.12835},
eprinttype = {arXiv},
eprint = {2209.12835},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-12835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13565,
author = {Thomas Gaskin and
Grigorios A. Pavliotis and
Mark Girolami},
title = {Neural parameter calibration for large-scale multi-agent models},
journal = {CoRR},
volume = {abs/2209.13565},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13565},
doi = {10.48550/ARXIV.2209.13565},
eprinttype = {arXiv},
eprint = {2209.13565},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-15609,
author = {Alex Glyn{-}Davies and
Connor Duffin and
{\"{O}}mer Deniz Akyildiz and
Mark Girolami},
title = {{\textdollar}{\(\Phi\)}{\textdollar}-DVAE: Learning Physically Interpretable
Representations with Nonlinear Filtering},
journal = {CoRR},
volume = {abs/2209.15609},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.15609},
doi = {10.48550/ARXIV.2209.15609},
eprinttype = {arXiv},
eprint = {2209.15609},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-15609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09196,
author = {Simon Hubbert and
Emilio Porcu and
Chris J. Oates and
Mark Girolami},
title = {Sobolev Spaces, Kernels and Discrepancies over Hyperspheres},
journal = {CoRR},
volume = {abs/2211.09196},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09196},
doi = {10.48550/ARXIV.2211.09196},
eprinttype = {arXiv},
eprint = {2211.09196},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/ScillitoeSG21,
author = {Ashley Scillitoe and
Pranay Seshadri and
Mark Girolami},
title = {Uncertainty quantification for data-driven turbulence modelling with
Mondrian forests},
journal = {J. Comput. Phys.},
volume = {430},
pages = {110116},
year = {2021},
url = {https://doi.org/10.1016/j.jcp.2021.110116},
doi = {10.1016/J.JCP.2021.110116},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/ScillitoeSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WynneBG21,
author = {George Wynne and
Fran{\c{c}}ois{-}Xavier Briol and
Mark Girolami},
title = {Convergence Guarantees for Gaussian Process Means With Misspecified
Likelihoods and Smoothness},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {123:1--123:40},
year = {2021},
url = {https://jmlr.org/papers/v22/20-662.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WynneBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/moc/KarvonenOG21,
author = {Toni Karvonen and
Chris J. Oates and
Mark Girolami},
title = {Integration in reproducing kernel Hilbert spaces of Gaussian kernels},
journal = {Math. Comput.},
volume = {90},
number = {331},
pages = {2209--2233},
year = {2021},
url = {https://doi.org/10.1090/mcom/3659},
doi = {10.1090/MCOM/3659},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/moc/KarvonenOG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ncs/NiedererSGW21,
author = {Steven A. Niederer and
Michael S. Sacks and
Mark Girolami and
Karen Willcox},
title = {Scaling digital twins from the artisanal to the industrial},
journal = {Nat. Comput. Sci.},
volume = {1},
number = {5},
pages = {313--320},
year = {2021},
url = {https://doi.org/10.1038/s43588-021-00072-5},
doi = {10.1038/S43588-021-00072-5},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ncs/NiedererSGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-13729,
author = {Eky Febrianto and
Liam J. Butler and
Mark Girolami and
Fehmi Cirak},
title = {A Self-Sensing Digital Twin of a Railway Bridge using the Statistical
Finite Element Method},
journal = {CoRR},
volume = {abs/2103.13729},
year = {2021},
url = {https://arxiv.org/abs/2103.13729},
eprinttype = {arXiv},
eprint = {2103.13729},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-13729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03682,
author = {Andrea Marinoni and
Saloua Chlaily and
Eduard Khachatrian and
Torbj{\o}rn Eltoft and
Sivasakthy Selvakumaran and
Mark Girolami and
Christian Jutten},
title = {Enhancing ensemble learning and transfer learning in multimodal data
analysis by adaptive dimensionality reduction},
journal = {CoRR},
volume = {abs/2105.03682},
year = {2021},
url = {https://arxiv.org/abs/2105.03682},
eprinttype = {arXiv},
eprint = {2105.03682},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04150,
author = {B. Boys and
Tim J. Dodwell and
Mark Hobbs and
Mark Girolami},
title = {PeriPy - {A} High Performance OpenCL Peridynamics Package},
journal = {CoRR},
volume = {abs/2105.04150},
year = {2021},
url = {https://arxiv.org/abs/2105.04150},
eprinttype = {arXiv},
eprint = {2105.04150},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04757,
author = {Connor Duffin and
Edward Cripps and
Thomas Stemler and
Mark Girolami},
title = {Low-rank statistical finite elements for scalable model-data synthesis},
journal = {CoRR},
volume = {abs/2109.04757},
year = {2021},
url = {https://arxiv.org/abs/2109.04757},
eprinttype = {arXiv},
eprint = {2109.04757},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11131,
author = {{\"{O}}mer Deniz Akyildiz and
Connor Duffin and
Sotirios Sabanis and
Mark Girolami},
title = {Statistical Finite Elements via Langevin Dynamics},
journal = {CoRR},
volume = {abs/2110.11131},
year = {2021},
url = {https://arxiv.org/abs/2110.11131},
eprinttype = {arXiv},
eprint = {2110.11131},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07691,
author = {Yanni Papandreou and
Jon Cockayne and
Mark Girolami and
Andrew B. Duncan},
title = {Theoretical Guarantees for the Statistical Finite Element Method},
journal = {CoRR},
volume = {abs/2111.07691},
year = {2021},
url = {https://arxiv.org/abs/2111.07691},
eprinttype = {arXiv},
eprint = {2111.07691},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10510,
author = {Francisco Vargas and
Andrius Ovsianas and
David Fernandes and
Mark Girolami and
Neil D. Lawrence and
Nikolas N{\"{u}}sken},
title = {Bayesian Learning via Neural Schr{\"{o}}dinger-F{\"{o}}llmer
Flows},
journal = {CoRR},
volume = {abs/2111.10510},
year = {2021},
url = {https://arxiv.org/abs/2111.10510},
eprinttype = {arXiv},
eprint = {2111.10510},
timestamp = {Sun, 28 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04388,
author = {Andrea Marinoni and
Christian Jutten and
Mark Girolami},
title = {A graph representation based on fluid diffusion model for multimodal
data analysis: theoretical aspects and enhanced community detection},
journal = {CoRR},
volume = {abs/2112.04388},
year = {2021},
url = {https://arxiv.org/abs/2112.04388},
eprinttype = {arXiv},
eprint = {2112.04388},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/Monterrubio-Gomez20,
author = {Karla Monterrubio{-}G{\'{o}}mez and
Lassi Roininen and
Sara Wade and
Theodoros Damoulas and
Mark Girolami},
title = {Posterior inference for sparse hierarchical non-stationary models},
journal = {Comput. Stat. Data Anal.},
volume = {148},
pages = {106954},
year = {2020},
url = {https://doi.org/10.1016/j.csda.2020.106954},
doi = {10.1016/J.CSDA.2020.106954},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/Monterrubio-Gomez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VirtanenG20,
author = {Seppo Virtanen and
Mark Girolami},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Dynamic content based ranking},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2315--2324},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/virtanen20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VirtanenG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10818,
author = {George Wynne and
Fran{\c{c}}ois{-}Xavier Briol and
Mark A. Girolami},
title = {Convergence Guarantees for Gaussian Process Approximations Under Several
Observation Models},
journal = {CoRR},
volume = {abs/2001.10818},
year = {2020},
url = {https://arxiv.org/abs/2001.10818},
eprinttype = {arXiv},
eprint = {2001.10818},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-10818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12654,
author = {Toni Karvonen and
Chris J. Oates and
Mark Girolami},
title = {Integration in reproducing kernel Hilbert spaces of Gaussian kernels},
journal = {CoRR},
volume = {abs/2004.12654},
year = {2020},
url = {https://arxiv.org/abs/2004.12654},
eprinttype = {arXiv},
eprint = {2004.12654},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09810,
author = {Rebecca Ward and
Ruchi Choudhary and
Alastair Gregory and
Mark Girolami},
title = {Continuous calibration of a digital twin: comparison of particle filter
and Bayesian calibration approaches},
journal = {CoRR},
volume = {abs/2011.09810},
year = {2020},
url = {https://arxiv.org/abs/2011.09810},
eprinttype = {arXiv},
eprint = {2011.09810},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14698,
author = {Pranay Seshadri and
Andrew B. Duncan and
George Thorne and
Geoffrey T. Parks and
Mark Girolami},
title = {Bayesian Assessments of Aeroengine Performance},
journal = {CoRR},
volume = {abs/2011.14698},
year = {2020},
url = {https://arxiv.org/abs/2011.14698},
eprinttype = {arXiv},
eprint = {2011.14698},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-14698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RanasingheLGP19,
author = {Gishan Don Ranasinghe and
Tony Lindgren and
Mark Girolami and
Ajith Kumar Parlikad},
title = {A Methodology for Prognostics Under the Conditions of Limited Failure
Data Availability},
journal = {{IEEE} Access},
volume = {7},
pages = {183996--184007},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2960310},
doi = {10.1109/ACCESS.2019.2960310},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/RanasingheLGP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/GregoryLGBE19,
author = {Alastair Gregory and
F. Din{-}Houn Lau and
Mark A. Girolami and
Liam J. Butler and
Mohammed Z. E. B. Elshafie},
title = {The synthesis of data from instrumented structures and physics-based
models via Gaussian processes},
journal = {J. Comput. Phys.},
volume = {392},
pages = {248--265},
year = {2019},
url = {https://doi.org/10.1016/j.jcp.2019.04.065},
doi = {10.1016/J.JCP.2019.04.065},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/GregoryLGBE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/GirolamiIOOS19,
author = {Mark A. Girolami and
Ilse C. F. Ipsen and
Chris J. Oates and
Art B. Owen and
Timothy John Sullivan},
title = {Editorial: special edition on probabilistic numerics},
journal = {Stat. Comput.},
volume = {29},
number = {6},
pages = {1181--1183},
year = {2019},
url = {https://doi.org/10.1007/s11222-019-09892-y},
doi = {10.1007/S11222-019-09892-Y},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/GirolamiIOOS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/CockayneOSG19,
author = {Jon Cockayne and
Chris J. Oates and
Timothy John Sullivan and
Mark A. Girolami},
title = {Bayesian Probabilistic Numerical Methods},
journal = {{SIAM} Rev.},
volume = {61},
number = {4},
pages = {756--789},
year = {2019},
url = {https://doi.org/10.1137/17M1139357},
doi = {10.1137/17M1139357},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamrev/CockayneOSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenBBGGMO19,
author = {Wilson Ye Chen and
Alessandro Barp and
Fran{\c{c}}ois{-}Xavier Briol and
Jackson Gorham and
Mark A. Girolami and
Lester W. Mackey and
Chris J. Oates},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Stein Point Markov Chain Monte Carlo},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {1011--1021},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/chen19b.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenBBGGMO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VirtanenG19,
author = {Seppo Virtanen and
Mark A. Girolami},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Precision-Recall Balanced Topic Modelling},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6747--6756},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/310cc7ca5a76a446f85c1a0d641ba96d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/VirtanenG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BarpBDGM19,
author = {Alessandro Barp and
Fran{\c{c}}ois{-}Xavier Briol and
Andrew B. Duncan and
Mark A. Girolami and
Lester W. Mackey},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Minimum Stein Discrepancy Estimators},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {12964--12976},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ba7609ee5789cc4dff171045a693a65f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BarpBDGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HamelijnckDWG19,
author = {Oliver Hamelijnck and
Theodoros Damoulas and
Kangrui Wang and
Mark A. Girolami},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Multi-resolution Multi-task Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {14025--14035},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0118a063b4aae95277f0bc1752c75abf-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HamelijnckDWG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05944,
author = {Fran{\c{c}}ois{-}Xavier Briol and
Alessandro Barp and
Andrew B. Duncan and
Mark A. Girolami},
title = {Statistical Inference for Generative Models with Maximum Mean Discrepancy},
journal = {CoRR},
volume = {abs/1906.05944},
year = {2019},
url = {http://arxiv.org/abs/1906.05944},
eprinttype = {arXiv},
eprint = {1906.05944},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-05944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08283,
author = {Alessandro Barp and
Fran{\c{c}}ois{-}Xavier Briol and
Andrew B. Duncan and
Mark A. Girolami and
Lester W. Mackey},
title = {Minimum Stein Discrepancy Estimators},
journal = {CoRR},
volume = {abs/1906.08283},
year = {2019},
url = {http://arxiv.org/abs/1906.08283},
eprinttype = {arXiv},
eprint = {1906.08283},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08344,
author = {Oliver Hamelijnck and
Theodoros Damoulas and
Kangrui Wang and
Mark A. Girolami},
title = {Multi-resolution Multi-task Gaussian Processes},
journal = {CoRR},
volume = {abs/1906.08344},
year = {2019},
url = {http://arxiv.org/abs/1906.08344},
eprinttype = {arXiv},
eprint = {1906.08344},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07037,
author = {Chun Yui Wong and
Pranay Seshadri and
Geoffrey T. Parks and
Mark A. Girolami},
title = {Embedded Ridge Approximations: Constructing Ridge Approximations Over
Localized Scalar Fields For Improved Simulation-Centric Dimension
Reduction},
journal = {CoRR},
volume = {abs/1907.07037},
year = {2019},
url = {http://arxiv.org/abs/1907.07037},
eprinttype = {arXiv},
eprint = {1907.07037},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DunlopGST18,
author = {Matthew M. Dunlop and
Mark A. Girolami and
Andrew M. Stuart and
Aretha L. Teckentrup},
title = {How Deep Are Deep Gaussian Processes?},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {54:1--54:46},
year = {2018},
url = {https://jmlr.org/papers/v19/18-015.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DunlopGST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/AodhaGBBFFHKMNP18,
author = {Oisin Mac Aodha and
Rory Gibb and
Kate E. Barlow and
Ella Browning and
Michael Firman and
Robin Freeman and
Briana Harder and
Libby Kinsey and
Gary R. Mead and
Stuart E. Newson and
Ivan Pandourski and
Stuart Parsons and
Jon Russ and
Abigel Szodoray{-}Paradi and
Farkas Szodoray{-}Paradi and
Elena Tilova and
Mark A. Girolami and
Gabriel J. Brostow and
Kate E. Jones},
title = {Bat detective - Deep learning tools for bat acoustic signal detection},
journal = {PLoS Comput. Biol.},
volume = {14},
number = {3},
year = {2018},
url = {https://doi.org/10.1371/journal.pcbi.1005995},
doi = {10.1371/JOURNAL.PCBI.1005995},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/AodhaGBBFFHKMNP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiBG18,
author = {Xiaoyue Xi and
Fran{\c{c}}ois{-}Xavier Briol and
Mark A. Girolami},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Bayesian Quadrature for Multiple Related Integrals},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5369--5378},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/xi18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/XiBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-04153,
author = {Xiaoyue Xi and
Fran{\c{c}}ois{-}Xavier Briol and
Mark A. Girolami},
title = {Bayesian Quadrature for Multiple Related Integrals},
journal = {CoRR},
volume = {abs/1801.04153},
year = {2018},
url = {http://arxiv.org/abs/1801.04153},
eprinttype = {arXiv},
eprint = {1801.04153},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-04153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-05242,
author = {Jon Cockayne and
Chris J. Oates and
Mark A. Girolami},
title = {A Bayesian Conjugate Gradient Method},
journal = {CoRR},
volume = {abs/1801.05242},
year = {2018},
url = {http://arxiv.org/abs/1801.05242},
eprinttype = {arXiv},
eprint = {1801.05242},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-05242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10275,
author = {Fran{\c{c}}ois{-}Xavier Briol and
Chris J. Oates and
Mark A. Girolami and
Michael A. Osborne and
Dino Sejdinovic},
title = {Rejoinder for "Probabilistic Integration: {A} Role in Statistical
Computation?"},
journal = {CoRR},
volume = {abs/1811.10275},
year = {2018},
url = {http://arxiv.org/abs/1811.10275},
eprinttype = {arXiv},
eprint = {1811.10275},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-00318,
author = {Richard Scalzo and
David Kohn and
Hugo K. H. Olierook and
Gregory Houseman and
Rohitash Chandra and
Mark A. Girolami and
Sally Cripps},
title = {Efficiency and robustness in Monte Carlo sampling of 3-D geophysical
inversions with Obsidian v0.1.2: Setting up for success},
journal = {CoRR},
volume = {abs/1812.00318},
year = {2018},
url = {http://arxiv.org/abs/1812.00318},
eprinttype = {arXiv},
eprint = {1812.00318},
timestamp = {Tue, 25 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-00318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/BeskosGLFS17,
author = {Alexandros Beskos and
Mark A. Girolami and
Shiwei Lan and
Patrick E. Farrell and
Andrew M. Stuart},
title = {Geometric {MCMC} for infinite-dimensional inverse problems},
journal = {J. Comput. Phys.},
volume = {335},
pages = {327--351},
year = {2017},
url = {https://doi.org/10.1016/j.jcp.2016.12.041},
doi = {10.1016/J.JCP.2016.12.041},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/BeskosGLFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/ConradGSSZ17,
author = {Patrick R. Conrad and
Mark A. Girolami and
Simo S{\"{a}}rkk{\"{a}} and
Andrew M. Stuart and
Konstantinos Zygalakis},
title = {Statistical analysis of differential equations: introducing probability
measures on numerical solutions},
journal = {Stat. Comput.},
volume = {27},
number = {4},
pages = {1065--1082},
year = {2017},
url = {https://doi.org/10.1007/s11222-016-9671-0},
doi = {10.1007/S11222-016-9671-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/ConradGSSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BriolOCCG17,
author = {Fran{\c{c}}ois{-}Xavier Briol and
Chris J. Oates and
Jon Cockayne and
Wilson Ye Chen and
Mark A. Girolami},
editor = {Doina Precup and
Yee Whye Teh},
title = {On the Sampling Problem for Kernel Quadrature},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {586--595},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/briol17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BriolOCCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OatesNLBG17,
author = {Chris J. Oates and
Steven A. Niederer and
Angela W. C. Lee and
Fran{\c{c}}ois{-}Xavier Briol and
Mark A. Girolami},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Probabilistic Models for Integration Error in the Assessment of Functional
Cardiac Models},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {110--118},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/98dce83da57b0395e163467c9dae521b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/OatesNLBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CockayneOSG17,
author = {Jon Cockayne and
Chris J. Oates and
Tim Sullivan and
Mark A. Girolami},
title = {Probabilistic Numerical Methods for PDE-constrained Bayesian Inverse
Problems},
journal = {CoRR},
volume = {abs/1701.04006},
year = {2017},
url = {http://arxiv.org/abs/1701.04006},
eprinttype = {arXiv},
eprint = {1701.04006},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/CockayneOSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CockayneOSG17a,
author = {Jon Cockayne and
Chris J. Oates and
Tim Sullivan and
Mark A. Girolami},
title = {Bayesian Probabilistic Numerical Methods},
journal = {CoRR},
volume = {abs/1702.03673},
year = {2017},
url = {http://arxiv.org/abs/1702.03673},
eprinttype = {arXiv},
eprint = {1702.03673},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/CockayneOSG17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BarpBKG17,
author = {Alessandro Barp and
Fran{\c{c}}ois{-}Xavier Briol and
Anthony D. Kennedy and
Mark A. Girolami},
title = {Geometry and Dynamics for Markov Chain Monte Carlo},
journal = {CoRR},
volume = {abs/1705.02891},
year = {2017},
url = {http://arxiv.org/abs/1705.02891},
eprinttype = {arXiv},
eprint = {1705.02891},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BarpBKG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BriolOCCG17,
author = {Fran{\c{c}}ois{-}Xavier Briol and
Chris J. Oates and
Jon Cockayne and
Wilson Ye Chen and
Mark A. Girolami},
title = {On the Sampling Problem for Kernel Quadrature},
journal = {CoRR},
volume = {abs/1706.03369},
year = {2017},
url = {http://arxiv.org/abs/1706.03369},
eprinttype = {arXiv},
eprint = {1706.03369},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BriolOCCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/LanBCG16,
author = {Shiwei Lan and
Tan Bui{-}Thanh and
Mike Christie and
Mark A. Girolami},
title = {Emulation of higher-order tensors in manifold Monte Carlo methods
for Bayesian Inverse Problems},
journal = {J. Comput. Phys.},
volume = {308},
pages = {81--101},
year = {2016},
url = {https://doi.org/10.1016/j.jcp.2015.12.032},
doi = {10.1016/J.JCP.2015.12.032},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/LanBCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/EllamZG16,
author = {Louis Ellam and
Nicholas Zabaras and
Mark A. Girolami},
title = {A Bayesian approach to multiscale inverse problems with on-the-fly
scale determination},
journal = {J. Comput. Phys.},
volume = {326},
pages = {115--140},
year = {2016},
url = {https://doi.org/10.1016/j.jcp.2016.08.031},
doi = {10.1016/J.JCP.2016.08.031},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/EllamZG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/OatesG16,
author = {Chris J. Oates and
Mark A. Girolami},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Control Functionals for Quasi-Monte Carlo Integration},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {56--65},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/oates16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/OatesG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CockayneOSG16,
author = {Jon Cockayne and
Chris J. Oates and
Tim Sullivan and
Mark A. Girolami},
title = {Probabilistic Meshless Methods for Partial Differential Equations
and Bayesian Inverse Problems},
journal = {CoRR},
volume = {abs/1605.07811},
year = {2016},
url = {http://arxiv.org/abs/1605.07811},
eprinttype = {arXiv},
eprint = {1605.07811},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CockayneOSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VirtanenG15,
author = {Seppo Virtanen and
Mark A. Girolami},
editor = {Francis R. Bach and
David M. Blei},
title = {Ordinal Mixed Membership Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {588--596},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/virtanen15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/VirtanenG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BriolOGO15,
author = {Fran{\c{c}}ois{-}Xavier Briol and
Chris J. Oates and
Mark A. Girolami and
Michael A. Osborne},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical
Guarantees},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1162--1170},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/ba3866600c3540f67c1e9575e213be0a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BriolOGO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StrathmannSG15,
author = {Heiko Strathmann and
Dino Sejdinovic and
Mark A. Girolami},
title = {Unbiased Bayes for Big Data: Paths of Partial Posteriors},
journal = {CoRR},
volume = {abs/1501.03326},
year = {2015},
url = {http://arxiv.org/abs/1501.03326},
eprinttype = {arXiv},
eprint = {1501.03326},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StrathmannSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HennigOG15,
author = {Philipp Hennig and
Michael A. Osborne and
Mark A. Girolami},
title = {Probabilistic Numerics and Uncertainty in Computations},
journal = {CoRR},
volume = {abs/1506.01326},
year = {2015},
url = {http://arxiv.org/abs/1506.01326},
eprinttype = {arXiv},
eprint = {1506.01326},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HennigOG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BriolOGOS15,
author = {Fran{\c{c}}ois{-}Xavier Briol and
Chris J. Oates and
Mark A. Girolami and
Michael A. Osborne and
Dino Sejdinovic},
title = {Probabilistic Integration},
journal = {CoRR},
volume = {abs/1512.00933},
year = {2015},
url = {http://arxiv.org/abs/1512.00933},
eprinttype = {arXiv},
eprint = {1512.00933},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BriolOGOS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/KramerSGR14,
author = {Andrei Kramer and
Vassilios Stathopoulos and
Mark A. Girolami and
Nicole Radde},
title = {mcmc{\_}clib-an advanced {MCMC} sampling package for ode models},
journal = {Bioinform.},
volume = {30},
number = {20},
pages = {2991--2992},
year = {2014},
url = {https://doi.org/10.1093/bioinformatics/btu429},
doi = {10.1093/BIOINFORMATICS/BTU429},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/KramerSGR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/LivingstoneG14,
author = {Samuel Livingstone and
Mark A. Girolami},
title = {Information-Geometric Markov Chain Monte Carlo Methods Using Diffusions},
journal = {Entropy},
volume = {16},
number = {6},
pages = {3074--3102},
year = {2014},
url = {https://doi.org/10.3390/e16063074},
doi = {10.3390/E16063074},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/LivingstoneG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/FilipponeG14,
author = {Maurizio Filippone and
Mark A. Girolami},
title = {Pseudo-Marginal Bayesian Inference for Gaussian Processes},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {11},
pages = {2214--2226},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2014.2316530},
doi = {10.1109/TPAMI.2014.2316530},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/FilipponeG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StathopoulosZJG14,
author = {Vassilios Stathopoulos and
Veronica Zamora{-}Gutierrez and
Kate E. Jones and
Mark A. Girolami},
title = {Bat Call Identification with Gaussian Process Multinomial Probit Regression
and a Dynamic Time Warping Kernel},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {913--921},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/stathopoulos14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StathopoulosZJG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/AodhaSBTGJ14,
author = {Oisin Mac Aodha and
Vassilios Stathopoulos and
Gabriel J. Brostow and
Michael Terry and
Mark A. Girolami and
Kate E. Jones},
title = {Putting the Scientist in the Loop - Accelerating Scientific Progress
with Interactive Machine Learning},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {9--17},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.12},
doi = {10.1109/ICPR.2014.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/AodhaSBTGJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/qest/AndreiCHG14,
author = {Oana Andrei and
Muffy Calder and
Matthew Higgs and
Mark A. Girolami},
editor = {Gethin Norman and
William H. Sanders},
title = {Probabilistic Model Checking of {DTMC} Models of User Activity Patterns},
booktitle = {Quantitative Evaluation of Systems - 11th International Conference,
{QEST} 2014, Florence, Italy, September 8-10, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8657},
pages = {138--153},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10696-0\_11},
doi = {10.1007/978-3-319-10696-0\_11},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/qest/AndreiCHG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AndreiCHG14,
author = {Oana Andrei and
Muffy Calder and
Matthew Higgs and
Mark A. Girolami},
title = {Probabilistic Model Checking of {DTMC} Models of User Activity Patterns},
journal = {CoRR},
volume = {abs/1403.6678},
year = {2014},
url = {http://arxiv.org/abs/1403.6678},
eprinttype = {arXiv},
eprint = {1403.6678},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AndreiCHG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FilipponeZG13,
author = {Maurizio Filippone and
Mingjun Zhong and
Mark A. Girolami},
title = {A comparative evaluation of stochastic-based inference methods for
Gaussian process models},
journal = {Mach. Learn.},
volume = {93},
number = {1},
pages = {93--114},
year = {2013},
url = {https://doi.org/10.1007/s10994-013-5388-x},
doi = {10.1007/S10994-013-5388-X},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FilipponeZG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DietheG13,
author = {Tom Diethe and
Mark A. Girolami},
title = {Online Learning with (Multiple) Kernels: {A} Review},
journal = {Neural Comput.},
volume = {25},
number = {3},
pages = {567--625},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00406},
doi = {10.1162/NECO\_A\_00406},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/DietheG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/HiggsMGC13,
author = {Matthew Higgs and
Alistair Morrison and
Mark A. Girolami and
Matthew Chalmers},
editor = {Wendy E. Mackay and
Stephen A. Brewster and
Susanne B{\o}dker},
title = {Analysing user behaviour through dynamic population models},
booktitle = {2013 {ACM} {SIGCHI} Conference on Human Factors in Computing Systems,
{CHI} '13, Paris, France, April 27 - May 2, 2013, Extended Abstracts},
pages = {271--276},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2468356.2468405},
doi = {10.1145/2468356.2468405},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/HiggsMGC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FilipponeG13,
author = {Maurizio Filippone and
Mark A. Girolami},
title = {Exact-Approximate Bayesian Inference for Gaussian Processes},
journal = {CoRR},
volume = {abs/1310.0740},
year = {2013},
url = {http://arxiv.org/abs/1310.0740},
eprinttype = {arXiv},
eprint = {1310.0740},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FilipponeG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/YuanGN12,
author = {Ke Yuan and
Mark A. Girolami and
Mahesan Niranjan},
title = {Markov Chain Monte Carlo Methods for State-Space Models with Point
Process Observations},
journal = {Neural Comput.},
volume = {24},
number = {6},
pages = {1462--1486},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00281},
doi = {10.1162/NECO\_A\_00281},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/YuanGN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhongG12,
author = {Mingjun Zhong and
Mark A. Girolami},
title = {A Bayesian Approach to Approximate Joint Diagonalization of Square
Matrices},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/357.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhongG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LawrenceG12,
author = {Neil D. Lawrence and
Mark A. Girolami},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Preface},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/lawrence/lawrence.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LawrenceG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2012,
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4666,
author = {Mingjun Zhong and
Mark A. Girolami},
title = {A Bayesian Approach to Approximate Joint Diagonalization of Square
Matrices},
journal = {CoRR},
volume = {abs/1206.4666},
year = {2012},
url = {http://arxiv.org/abs/1206.4666},
eprinttype = {arXiv},
eprint = {1206.4666},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0036858,
author = {Simon Rogers and
Mark A. Girolami},
title = {A First Course in Machine Learning},
series = {Chapman and Hall / {CRC} machine learning and pattern recognition
series},
publisher = {{CRC} Press},
year = {2011},
url = {http://www.taylorandfrancis.com/books/details/9781439824146/},
isbn = {978-1-43-982414-6},
timestamp = {Fri, 08 Apr 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0036858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biomedsem/PolajnarDG11,
author = {Tamara Polajnar and
Theodoros Damoulas and
Mark A. Girolami},
title = {Protein interaction sentence detection using multiple semantic kernels},
journal = {J. Biomed. Semant.},
volume = {2},
pages = {1},
year = {2011},
url = {https://doi.org/10.1186/2041-1480-2-1},
doi = {10.1186/2041-1480-2-1},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biomedsem/PolajnarDG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/PolajnarRG11,
author = {Tamara Polajnar and
Simon Rogers and
Mark A. Girolami},
title = {Protein interaction detection in sentences via Gaussian Processes:
a preliminary evaluation},
journal = {Int. J. Data Min. Bioinform.},
volume = {5},
number = {1},
pages = {52--72},
year = {2011},
url = {https://doi.org/10.1504/IJDMB.2011.038577},
doi = {10.1504/IJDMB.2011.038577},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdmb/PolajnarRG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sma/FilipponeMG11,
author = {Maurizio Filippone and
Antonietta Mira and
Mark A. Girolami},
title = {Discussion of the paper: "Sampling schemes for generalized linear
Dirichlet process random effects models" by M. Kyung, J. Gill,
and G. Casella},
journal = {Stat. Methods Appl.},
volume = {20},
number = {3},
pages = {295--297},
year = {2011},
url = {https://doi.org/10.1007/s10260-011-0170-3},
doi = {10.1007/S10260-011-0170-3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sma/FilipponeMG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibpria/ParedesG11,
author = {Roberto Paredes and
Mark A. Girolami},
editor = {Jordi Vitri{\`{a}} and
Jo{\~{a}}o Miguel Raposo Sanches and
Mario Hern{\'{a}}ndez},
title = {On the Use of Diagonal and Class-Dependent Weighted Distances for
the Probabilistic k-Nearest Neighbor},
booktitle = {Pattern Recognition and Image Analysis - 5th Iberian Conference, IbPRIA
2011, Las Palmas de Gran Canaria, Spain, June 8-10, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6669},
pages = {265--272},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21257-4\_33},
doi = {10.1007/978-3-642-21257-4\_33},
timestamp = {Sun, 02 Oct 2022 16:02:57 +0200},
biburl = {https://dblp.org/rec/conf/ibpria/ParedesG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/LehrachSBPZMHBGJBW11,
author = {Hans Lehrach and
Ralf Sudbrak and
Peter Boyle and
Markus Pasterk and
Kurt Zatloukal and
Heimo M{\"{u}}ller and
Tim Hubbard and
Angela Brand and
Mark A. Girolami and
Daniel Jameson and
Frank J. Bruggeman and
Hans V. Westerhoff},
editor = {Elisabeth Giacobino and
Rolf Pfeifer},
title = {ITFoM - The {IT} Future of Medicine},
booktitle = {Proceedings of the 2nd European Future Technologies Conference and
Exhibition, {FET} 2011, Budapest, Hungary, May 4-6, 2011},
series = {Procedia Computer Science},
volume = {7},
pages = {26--29},
publisher = {Elsevier},
year = {2011},
url = {https://doi.org/10.1016/j.procs.2011.12.012},
doi = {10.1016/J.PROCS.2011.12.012},
timestamp = {Thu, 08 Jul 2021 14:29:22 +0200},
biburl = {https://dblp.org/rec/journals/procedia/LehrachSBPZMHBGJBW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2011-1,
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6791},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21735-7},
doi = {10.1007/978-3-642-21735-7},
isbn = {978-3-642-21734-0},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2011-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2011-2,
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6792},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21738-8},
doi = {10.1007/978-3-642-21738-8},
isbn = {978-3-642-21737-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2011-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/DaknaHKCKSHVMG10,
author = {Mohammed Dakna and
Keith Harris and
Alexandros Kalousis and
Sebastien Carpentier and
Walter Kolch and
Joost P. Schanstra and
Marion Haubitz and
Antonia Vlahou and
Harald Mischak and
Mark A. Girolami},
title = {Addressing the Challenge of Defining Valid Proteomic Biomarkers and
Classifiers},
journal = {{BMC} Bioinform.},
volume = {11},
pages = {594},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-594},
doi = {10.1186/1471-2105-11-594},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/DaknaHKCKSHVMG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RogersKSGK10,
author = {Simon Rogers and
Arto Klami and
Janne Sinkkonen and
Mark A. Girolami and
Samuel Kaski},
title = {Infinite factorization of multiple non-parametric views},
journal = {Mach. Learn.},
volume = {79},
number = {1-2},
pages = {201--226},
year = {2010},
url = {https://doi.org/10.1007/s10994-009-5155-1},
doi = {10.1007/S10994-009-5155-1},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/RogersKSGK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/RogersGP10,
author = {Simon Rogers and
Mark A. Girolami and
Tamara Polajnar},
title = {Semi-parametric analysis of multi-rater data},
journal = {Stat. Comput.},
volume = {20},
number = {3},
pages = {317--334},
year = {2010},
url = {https://doi.org/10.1007/s11222-009-9125-z},
doi = {10.1007/S11222-009-9125-Z},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/RogersGP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/PsorakisDG10,
author = {Ioannis Psorakis and
Theodoros Damoulas and
Mark A. Girolami},
title = {Multiclass relevance vector machines: sparsity and accuracy},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {10},
pages = {1588--1598},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2064787},
doi = {10.1109/TNN.2010.2064787},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/PsorakisDG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/mit/10/GirolamiCV10,
author = {Mark Girolami and
Ben Calderhead and
Vladislav Vyshemirsky},
editor = {Neil D. Lawrence and
Mark A. Girolami and
Magnus Rattray and
Guido Sanguinetti},
title = {System Identification and Model Ranking: The Bayesian Perspective},
booktitle = {Learning and Inference in Computational Systems Biology},
series = {Computational molecular biology},
pages = {201--230},
publisher = {{MIT} Press},
year = {2010},
timestamp = {Fri, 15 May 2020 12:36:51 +0200},
biburl = {https://dblp.org/rec/books/mit/10/GirolamiCV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/mit/10/LGRS2010,
editor = {Neil D. Lawrence and
Mark A. Girolami and
Magnus Rattray and
Guido Sanguinetti},
title = {Learning and Inference in Computational Systems Biology},
series = {Computational molecular biology},
publisher = {{MIT} Press},
year = {2010},
url = {https://mitpress.mit.edu/books/learning-and-inference-computational-systems-biology},
isbn = {978-0-262-01386-4},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/mit/10/LGRS2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RogersSGB09,
author = {Simon Rogers and
Richard A. Scheltema and
Mark A. Girolami and
Rainer Breitling},
title = {Probabilistic assignment of formulas to mass peaks in metabolomics
experiments},
journal = {Bioinform.},
volume = {25},
number = {4},
pages = {512--518},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btn642},
doi = {10.1093/BIOINFORMATICS/BTN642},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/RogersSGB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/CalderheadG09,
author = {Ben Calderhead and
Mark A. Girolami},
title = {Estimating Bayes factors via thermodynamic integration and population
{MCMC}},
journal = {Comput. Stat. Data Anal.},
volume = {53},
number = {12},
pages = {4028--4045},
year = {2009},
url = {https://doi.org/10.1016/j.csda.2009.07.025},
doi = {10.1016/J.CSDA.2009.07.025},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/CalderheadG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/DamoulasG09,
author = {Theodoros Damoulas and
Mark A. Girolami},
title = {Combining feature spaces for classification},
journal = {Pattern Recognit.},
volume = {42},
number = {11},
pages = {2671--2683},
year = {2009},
url = {https://doi.org/10.1016/j.patcog.2009.04.002},
doi = {10.1016/J.PATCOG.2009.04.002},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/DamoulasG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/DamoulasG09,
author = {Theodoros Damoulas and
Mark A. Girolami},
title = {Pattern recognition with a Bayesian kernel combination machine},
journal = {Pattern Recognit. Lett.},
volume = {30},
number = {1},
pages = {46--54},
year = {2009},
url = {https://doi.org/10.1016/j.patrec.2008.08.016},
doi = {10.1016/J.PATREC.2008.08.016},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/DamoulasG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YingCG09,
author = {Yiming Ying and
Colin Campbell and
Mark A. Girolami},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Analysis of {SVM} with Indefinite Kernels},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {2205--2213},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/7f1de29e6da19d22b51c68001e7e0e54-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YingCG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/DalyEOAMG09,
author = {R{\'{o}}n{\'{a}}n Daly and
Kieron D. Edwards and
John S. O'Neill and
J. Stuart Aitken and
Andrew J. Millar and
Mark A. Girolami},
editor = {Visakan Kadirkamanathan and
Guido Sanguinetti and
Mark A. Girolami and
Mahesan Niranjan and
Josselin Noirel},
title = {Using Higher-Order Dynamic Bayesian Networks to Model Periodic Data
from the Circadian Clock of Arabidopsis Thaliana},
booktitle = {Pattern Recognition in Bioinformatics, 4th {IAPR} International Conference,
{PRIB} 2009, Sheffield, UK, September 7-9, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5780},
pages = {67--78},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04031-3\_7},
doi = {10.1007/978-3-642-04031-3\_7},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prib/DalyEOAMG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/HarrisGM09,
author = {Keith Harris and
Mark A. Girolami and
Harald Mischak},
editor = {Visakan Kadirkamanathan and
Guido Sanguinetti and
Mark A. Girolami and
Mahesan Niranjan and
Josselin Noirel},
title = {Definition of Valid Proteomic Biomarkers: {A} Bayesian Solution},
booktitle = {Pattern Recognition in Bioinformatics, 4th {IAPR} International Conference,
{PRIB} 2009, Sheffield, UK, September 7-9, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5780},
pages = {137--149},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04031-3\_13},
doi = {10.1007/978-3-642-04031-3\_13},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prib/HarrisGM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/HarrisMG09,
author = {Keith Harris and
Lisa McMillan and
Mark A. Girolami},
editor = {Visakan Kadirkamanathan and
Guido Sanguinetti and
Mark A. Girolami and
Mahesan Niranjan and
Josselin Noirel},
title = {Inferring Meta-covariates in Classification},
booktitle = {Pattern Recognition in Bioinformatics, 4th {IAPR} International Conference,
{PRIB} 2009, Sheffield, UK, September 7-9, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5780},
pages = {150--161},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04031-3\_14},
doi = {10.1007/978-3-642-04031-3\_14},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prib/HarrisMG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/PolajnarG09,
author = {Tamara Polajnar and
Mark A. Girolami},
editor = {Visakan Kadirkamanathan and
Guido Sanguinetti and
Mark A. Girolami and
Mahesan Niranjan and
Josselin Noirel},
title = {Semi-supervised Prediction of Protein Interaction Sentences Exploiting
Semantically Encoded Metrics},
booktitle = {Pattern Recognition in Bioinformatics, 4th {IAPR} International Conference,
{PRIB} 2009, Sheffield, UK, September 7-9, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5780},
pages = {270--281},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04031-3\_24},
doi = {10.1007/978-3-642-04031-3\_24},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prib/PolajnarG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/PolajnarRG09,
author = {Tamara Polajnar and
Simon Rogers and
Mark A. Girolami},
editor = {Visakan Kadirkamanathan and
Guido Sanguinetti and
Mark A. Girolami and
Mahesan Niranjan and
Josselin Noirel},
title = {Classification of Protein Interaction Sentences via Gaussian Processes},
booktitle = {Pattern Recognition in Bioinformatics, 4th {IAPR} International Conference,
{PRIB} 2009, Sheffield, UK, September 7-9, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5780},
pages = {282--292},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04031-3\_25},
doi = {10.1007/978-3-642-04031-3\_25},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prib/PolajnarRG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/YingCDG09,
author = {Yiming Ying and
Colin Campbell and
Theodoros Damoulas and
Mark A. Girolami},
editor = {Visakan Kadirkamanathan and
Guido Sanguinetti and
Mark A. Girolami and
Mahesan Niranjan and
Josselin Noirel},
title = {Class Prediction from Disparate Biological Data Sources Using an Iterative
Multi-Kernel Algorithm},
booktitle = {Pattern Recognition in Bioinformatics, 4th {IAPR} International Conference,
{PRIB} 2009, Sheffield, UK, September 7-9, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5780},
pages = {427--438},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04031-3\_37},
doi = {10.1007/978-3-642-04031-3\_37},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/prib/YingCDG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhongG09,
author = {Mingjun Zhong and
Mark A. Girolami},
editor = {David A. Van Dyk and
Max Welling},
title = {Reversible Jump {MCMC} for Non-Negative Matrix Factorization},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {663--670},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/zhong09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhongG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/prib/2009,
editor = {Visakan Kadirkamanathan and
Guido Sanguinetti and
Mark A. Girolami and
Mahesan Niranjan and
Josselin Noirel},
title = {Pattern Recognition in Bioinformatics, 4th {IAPR} International Conference,
{PRIB} 2009, Sheffield, UK, September 7-9, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5780},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04031-3},
doi = {10.1007/978-3-642-04031-3},
isbn = {978-3-642-04030-6},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/prib/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LamaG08,
author = {Nicola Lama and
Mark A. Girolami},
title = {vbmp: Variational Bayesian Multinomial Probit Regression for multi-class
classification in {R}},
journal = {Bioinform.},
volume = {24},
number = {1},
pages = {135--136},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btm535},
doi = {10.1093/BIOINFORMATICS/BTM535},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LamaG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/VyshemirskyG08,
author = {Vladislav Vyshemirsky and
Mark A. Girolami},
title = {Bayesian ranking of biochemical system models},
journal = {Bioinform.},
volume = {24},
number = {6},
pages = {833--839},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btm607},
doi = {10.1093/BIOINFORMATICS/BTM607},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/VyshemirskyG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/OvertonPGB08,
author = {Ian M. Overton and
Gianandrea Padovani and
Mark A. Girolami and
Geoffrey J. Barton},
title = {ParCrys: a Parzen window density estimation approach to protein crystallization
propensity prediction},
journal = {Bioinform.},
volume = {24},
number = {7},
pages = {901--907},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btn055},
doi = {10.1093/BIOINFORMATICS/BTN055},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/OvertonPGB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/DamoulasG08,
author = {Theodoros Damoulas and
Mark A. Girolami},
title = {Probabilistic multi-class multi-kernel learning: on protein fold recognition
and remote homology detection},
journal = {Bioinform.},
volume = {24},
number = {10},
pages = {1264--1270},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btn112},
doi = {10.1093/BIOINFORMATICS/BTN112},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/DamoulasG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/VyshemirskyG08a,
author = {Vladislav Vyshemirsky and
Mark A. Girolami},
title = {BioBayes: {A} software package for Bayesian inference in systems biology},
journal = {Bioinform.},
volume = {24},
number = {17},
pages = {1933--1934},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btn338},
doi = {10.1093/BIOINFORMATICS/BTN338},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/VyshemirskyG08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/VyshemirskyG08b,
author = {Vladislav Vyshemirsky and
Mark A. Girolami},
title = {Bayesian ranking of biochemical system models},
journal = {Bioinform.},
volume = {24},
number = {20},
pages = {2421},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btn475},
doi = {10.1093/BIOINFORMATICS/BTN475},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/VyshemirskyG08b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RogersGKWLTW08,
author = {Simon Rogers and
Mark A. Girolami and
Walter Kolch and
Katrina M. Waters and
Tao Liu and
Brian Thrall and
H. Steven Wiley},
title = {Investigating the correspondence between transcriptomic and proteomic
expression profiles using coupled cluster models},
journal = {Bioinform.},
volume = {24},
number = {24},
pages = {2894--2900},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btn553},
doi = {10.1093/BIOINFORMATICS/BTN553},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/RogersGKWLTW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ZhongLGL08,
author = {Mingjun Zhong and
Fabien Lotte and
Mark A. Girolami and
Anatole L{\'{e}}cuyer},
title = {Classifying {EEG} for brain computer interfaces using Gaussian processes},
journal = {Pattern Recognit. Lett.},
volume = {29},
number = {3},
pages = {354--359},
year = {2008},
url = {https://doi.org/10.1016/j.patrec.2007.10.009},
doi = {10.1016/J.PATREC.2007.10.009},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/ZhongLGL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/Girolami08,
author = {Mark A. Girolami},
title = {Bayesian inference for differential equations},
journal = {Theor. Comput. Sci.},
volume = {408},
number = {1},
pages = {4--16},
year = {2008},
url = {https://doi.org/10.1016/j.tcs.2008.07.005},
doi = {10.1016/J.TCS.2008.07.005},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/Girolami08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DamoulasYGC08,
author = {Theodoros Damoulas and
Yiming Ying and
Mark A. Girolami and
Colin Campbell},
editor = {M. Arif Wani and
Xue{-}wen Chen and
David P. Casasent and
Lukasz A. Kurgan and
Tony Hu and
Khalid Hafeez},
title = {Inferring Sparse Kernel Combinations and Relevance Vectors: An Application
to Subcellular Localization of Proteins},
booktitle = {Seventh International Conference on Machine Learning and Applications,
{ICMLA} 2008, San Diego, California, USA, 11-13 December 2008},
pages = {577--582},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICMLA.2008.124},
doi = {10.1109/ICMLA.2008.124},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/DamoulasYGC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CalderheadGL08,
author = {Ben Calderhead and
Mark A. Girolami and
Neil D. Lawrence},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Accelerating Bayesian Inference over Nonlinear Differential Equations
with Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {217--224},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/07563a3fe3bbe7e3ba84431ad9d055af-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CalderheadGL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/RogersKG07,
author = {Simon Rogers and
Raya Khanin and
Mark A. Girolami},
title = {Bayesian model-based inference of transcription factor activity},
journal = {{BMC} Bioinform.},
volume = {8},
number = {{S-2}},
year = {2007},
url = {https://doi.org/10.1186/1471-2105-8-S2-S2},
doi = {10.1186/1471-2105-8-S2-S2},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/RogersKG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/XingG07,
author = {Dongshan Xing and
Mark A. Girolami},
title = {Employing Latent Dirichlet Allocation for fraud detection in telecommunications},
journal = {Pattern Recognit. Lett.},
volume = {28},
number = {13},
pages = {1727--1734},
year = {2007},
url = {https://doi.org/10.1016/j.patrec.2007.04.015},
doi = {10.1016/J.PATREC.2007.04.015},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/XingG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ManochaG07,
author = {S. Manocha and
Mark A. Girolami},
title = {An empirical analysis of the probabilistic K-nearest neighbour classifier},
journal = {Pattern Recognit. Lett.},
volume = {28},
number = {13},
pages = {1818--1824},
year = {2007},
url = {https://doi.org/10.1016/j.patrec.2007.05.018},
doi = {10.1016/J.PATREC.2007.05.018},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/ManochaG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conext/SharmaGS07,
author = {Oliver Sharma and
Mark A. Girolami and
Joseph S. Sventek},
editor = {Jim Kurose and
Henning Schulzrinne},
title = {Detecting worm variants using machine learning},
booktitle = {Proceedings of the 2007 {ACM} Conference on Emerging Network Experiment
and Technology, CoNEXT 2007, New York, NY, USA, December 10-13, 2007},
pages = {2},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1364654.1364657},
doi = {10.1145/1364654.1364657},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/conext/SharmaGS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RogersG07,
author = {Simon Rogers and
Mark A. Girolami},
editor = {Neil D. Lawrence and
Anton Schwaighofer and
Joaquin Qui{\~{n}}onero Candela},
title = {Multi-class Semi-supervised Learning with the e-truncated Multinomial
Probit Gaussian Process},
booktitle = {Gaussian Processes in Practice, Bletchley Park, Bletchley, UK, June
12-13, 2006},
series = {{JMLR} Proceedings},
volume = {1},
pages = {17--32},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v1/rogers07a.html},
timestamp = {Wed, 29 May 2019 08:41:48 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RogersG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GirolamiR06,
author = {Mark A. Girolami and
Simon Rogers},
title = {Variational Bayesian Multinomial Probit Regression with Gaussian Process
Priors},
journal = {Neural Comput.},
volume = {18},
number = {8},
pages = {1790--1817},
year = {2006},
url = {https://doi.org/10.1162/neco.2006.18.8.1790},
doi = {10.1162/NECO.2006.18.8.1790},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/GirolamiR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Szymkowiak-HaveGL06,
author = {Anna Szymkowiak{-}Have and
Mark A. Girolami and
Jan Larsen},
title = {Clustering via kernel decomposition},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {1},
pages = {256--264},
year = {2006},
url = {https://doi.org/10.1109/TNN.2005.860840},
doi = {10.1109/TNN.2005.860840},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Szymkowiak-HaveGL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CawleyTG06,
author = {Gavin C. Cawley and
Nicola L. C. Talbot and
Mark A. Girolami},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Sparse Multinomial Logistic Regression via Bayesian {L1} Regularisation},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {209--216},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/b22b257ad0519d4500539da3c8bcf4dd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CawleyTG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GirolamiZ06,
author = {Mark A. Girolami and
Mingjun Zhong},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Data Integration for Classification Problems Employing Gaussian Process
Priors},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {465--472},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/6fec24eac8f18ed793f5eaad3dd7977c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GirolamiZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JenssenEGE06,
author = {Robert Jenssen and
Torbj{\o}rn Eltoft and
Mark A. Girolami and
Deniz Erdogmus},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Kernel Maximum Entropy Data Transformation and an Enhanced Spectral
Clustering Algorithm},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {633--640},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/097e26b2ffb0339458b55da17425a71f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JenssenEGE06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RogersG05,
author = {Simon Rogers and
Mark A. Girolami},
title = {A Bayesian regression approach to the inference of regulatory networks
from gene expression data},
journal = {Bioinform.},
volume = {21},
number = {14},
pages = {3131--3137},
year = {2005},
url = {https://doi.org/10.1093/bioinformatics/bti487},
doi = {10.1093/BIOINFORMATICS/BTI487},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/RogersG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GirolamiK05,
author = {Mark A. Girolami and
Ata Kab{\'{a}}n},
title = {Sequential Activity Profiling: Latent Dirichlet Allocation of Markov
Chains},
journal = {Data Min. Knowl. Discov.},
volume = {10},
number = {3},
pages = {175--196},
year = {2005},
url = {https://doi.org/10.1007/s10618-005-0362-2},
doi = {10.1007/S10618-005-0362-2},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/GirolamiK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/RogersGCB05,
author = {Simon Rogers and
Mark A. Girolami and
Colin Campbell and
Rainer Breitling},
title = {The Latent Process Decomposition of cDNA Microarray Data Sets},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {2},
number = {2},
pages = {143--156},
year = {2005},
url = {https://doi.org/10.1109/TCBB.2005.29},
doi = {10.1109/TCBB.2005.29},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/RogersGCB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icapr/RogersGKM05,
author = {Simon Rogers and
Mark A. Girolami and
Ronald Krebs and
Harald Mischak},
editor = {Peng Wang and
Maneesha Singh and
Chidanand Apt{\'{e}} and
Petra Perner},
title = {Disease Classification from Capillary Electrophoresis: Mass Spectrometry},
booktitle = {Pattern Recognition and Data Mining, Third International Conference
on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August
22-25, 2005, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3686},
pages = {183--191},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11551188\_20},
doi = {10.1007/11551188\_20},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icapr/RogersGKM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GirolamiR05,
author = {Mark A. Girolami and
Simon Rogers},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Hierarchic Bayesian models for kernel learning},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {241--248},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102382},
doi = {10.1145/1102351.1102382},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GirolamiR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AzzopardiGC05,
author = {Leif Azzopardi and
Mark A. Girolami and
Malcolm K. Crowe},
editor = {Ricardo A. Baeza{-}Yates and
Nivio Ziviani and
Gary Marchionini and
Alistair Moffat and
John Tait},
title = {Probabilistic hyperspace analogue to language},
booktitle = {{SIGIR} 2005: Proceedings of the 28th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Salvador,
Brazil, August 15-19, 2005},
pages = {575--576},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1076034.1076135},
doi = {10.1145/1076034.1076135},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/AzzopardiGC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/GirolamiB04,
author = {Mark A. Girolami and
Rainer Breitling},
title = {Biologically valid linear factor models of gene expression},
journal = {Bioinform.},
volume = {20},
number = {17},
pages = {3021--3033},
year = {2004},
url = {https://doi.org/10.1093/bioinformatics/bth354},
doi = {10.1093/BIOINFORMATICS/BTH354},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/GirolamiB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HeGR04,
author = {Chao He and
Mark A. Girolami and
Gary Ross},
title = {Employing optimized combinations of one-class classifiers for automated
currency validation},
journal = {Pattern Recognit.},
volume = {37},
number = {6},
pages = {1085--1096},
year = {2004},
url = {https://doi.org/10.1016/j.patcog.2004.02.002},
doi = {10.1016/J.PATCOG.2004.02.002},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/HeGR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/HeG04,
author = {Chao He and
Mark A. Girolami},
title = {Novelty detection employing an {L2} optimal non-parametric density
estimator},
journal = {Pattern Recognit. Lett.},
volume = {25},
number = {12},
pages = {1389--1397},
year = {2004},
url = {https://doi.org/10.1016/j.patrec.2004.05.004},
doi = {10.1016/J.PATREC.2004.05.004},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/HeG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Al-ShahibHTGG04,
author = {Ali Al{-}Shahib and
Chao He and
Aik Choon Tan and
Mark A. Girolami and
David R. Gilbert},
editor = {Zheng Rong Yang and
Richard M. Everson and
Hujun Yin},
title = {An Assessment of Feature Relevance in Predicting Protein Function
from Sequence},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2004,
5th International Conference, Exeter, UK, August 25-27, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3177},
pages = {52--57},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28651-6\_8},
doi = {10.1007/978-3-540-28651-6\_8},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/Al-ShahibHTGG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AzzopardiGR04,
author = {Leif Azzopardi and
Mark A. Girolami and
Cornelis Joost van Rijsbergen},
editor = {Mark Sanderson and
Kalervo J{\"{a}}rvelin and
James Allan and
Peter Bruza},
title = {User biased document language modelling},
booktitle = {{SIGIR} 2004: Proceedings of the 27th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Sheffield,
UK, July 25-29, 2004},
pages = {542--543},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1008992.1009111},
doi = {10.1145/1008992.1009111},
timestamp = {Tue, 06 Nov 2018 11:07:22 +0100},
biburl = {https://dblp.org/rec/conf/sigir/AzzopardiGR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/BinghamKG03,
author = {Ella Bingham and
Ata Kab{\'{a}}n and
Mark A. Girolami},
title = {Topic Identification in Dynamical Text by Complexity Pursuit},
journal = {Neural Process. Lett.},
volume = {17},
number = {1},
pages = {69--83},
year = {2003},
url = {https://doi.org/10.1023/A:1022990829563},
doi = {10.1023/A:1022990829563},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/BinghamKG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GirolamiH03,
author = {Mark A. Girolami and
Chao He},
title = {Probability Density Estimation from Optimally Condensed Data Samples},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {25},
number = {10},
pages = {1253--1264},
year = {2003},
url = {https://doi.org/10.1109/TPAMI.2003.1233899},
doi = {10.1109/TPAMI.2003.1233899},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GirolamiH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GirolamiK03,
author = {Mark A. Girolami and
Ata Kab{\'{a}}n},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Simplicial Mixtures of Markov Chains: Distributed Modelling of Dynamic
User Profiles},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {9--16},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/4a8423d5e91fda00bb7e46540e2b0cf1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GirolamiK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AzzopardiGR03,
author = {Leif Azzopardi and
Mark A. Girolami and
Keith van Rijsbergen},
editor = {Charles L. A. Clarke and
Gordon V. Cormack and
Jamie Callan and
David Hawking and
Alan F. Smeaton},
title = {Investigating the relationship between language model perplexity and
{IR} precision-recall measures},
booktitle = {{SIGIR} 2003: Proceedings of the 26th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, July
28 - August 1, 2003, Toronto, Canada},
pages = {369--370},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/860435.860505},
doi = {10.1145/860435.860505},
timestamp = {Tue, 06 Nov 2018 11:07:23 +0100},
biburl = {https://dblp.org/rec/conf/sigir/AzzopardiGR03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GirolamiK03,
author = {Mark A. Girolami and
Ata Kab{\'{a}}n},
editor = {Charles L. A. Clarke and
Gordon V. Cormack and
Jamie Callan and
David Hawking and
Alan F. Smeaton},
title = {On an equivalence between {PLSI} and {LDA}},
booktitle = {{SIGIR} 2003: Proceedings of the 26th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, July
28 - August 1, 2003, Toronto, Canada},
pages = {433--434},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/860435.860537},
doi = {10.1145/860435.860537},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/GirolamiK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Girolami02,
author = {Mark A. Girolami},
title = {Latent variable models for the topographic organisation of discrete
and strictly positive data},
journal = {Neurocomputing},
volume = {48},
number = {1-4},
pages = {185--198},
year = {2002},
url = {https://doi.org/10.1016/S0925-2312(01)00659-2},
doi = {10.1016/S0925-2312(01)00659-2},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Girolami02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/KabanG02,
author = {Ata Kab{\'{a}}n and
Mark A. Girolami},
title = {A Dynamic Probabilistic Model to Visualise Topic Evolution in Text
Streams},
journal = {J. Intell. Inf. Syst.},
volume = {18},
number = {2-3},
pages = {107--125},
year = {2002},
url = {https://doi.org/10.1023/A:1013673310093},
doi = {10.1023/A:1013673310093},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/KabanG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/VinokourovG02,
author = {Alexei Vinokourov and
Mark A. Girolami},
title = {A Probabilistic Framework for the Hierarchic Organisation and Classification
of Document Collections},
journal = {J. Intell. Inf. Syst.},
volume = {18},
number = {2-3},
pages = {153--172},
year = {2002},
url = {https://doi.org/10.1023/A:1013677411002},
doi = {10.1023/A:1013677411002},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/VinokourovG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Girolami02,
author = {Mark A. Girolami},
title = {Orthogonal Series Density Estimation and the Kernel Eigenvalue Problem},
journal = {Neural Comput.},
volume = {14},
number = {3},
pages = {669--688},
year = {2002},
url = {https://doi.org/10.1162/089976602317250942},
doi = {10.1162/089976602317250942},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/Girolami02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/KabanG02,
author = {Ata Kab{\'{a}}n and
Mark A. Girolami},
title = {Fast Extraction of Semantic Features from a Latent Semantic Indexed
Text Corpus},
journal = {Neural Process. Lett.},
volume = {15},
number = {1},
pages = {31--43},
year = {2002},
url = {https://doi.org/10.1023/A:1013801028884},
doi = {10.1023/A:1013801028884},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/KabanG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/CrestaniGR02,
author = {Fabio Crestani and
Mark A. Girolami and
C. J. van Rijsbergen},
title = {Report on the 24th European colloquium on information retrieval research
{(ECIR} 2002)},
journal = {{SIGIR} Forum},
volume = {36},
number = {1},
pages = {6--9},
year = {2002},
url = {https://doi.org/10.1145/584449.584453},
doi = {10.1145/584449.584453},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigir/CrestaniGR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/CrestaniG02,
author = {Fabio Crestani and
Mark A. Girolami},
title = {Report on the 24th European Colloquium on Information Retrieval Research},
journal = {{SIGMOD} Rec.},
volume = {31},
number = {3},
pages = {77--80},
year = {2002},
url = {http://www.acm.org/sigmod/record/issues/0209/r3.ecir02\_sigmod\_report.pdf},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/CrestaniG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Girolami02,
author = {Mark A. Girolami},
title = {Mercer kernel-based clustering in feature space},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {3},
pages = {780--784},
year = {2002},
url = {https://doi.org/10.1109/TNN.2002.1000150},
doi = {10.1109/TNN.2002.1000150},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Girolami02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/KabanTG02,
author = {Ata Kab{\'{a}}n and
Peter Ti{\~{n}}o and
Mark A. Girolami},
editor = {Hujun Yin and
Nigel M. Allinson and
Richard T. Freeman and
John A. Keane and
Simon J. Hubbard},
title = {A General Framework for a Principled Hierarchical Visualization of
Multivariate Data},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2002,
Third International Conference, Manchester, UK, August 12-14, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2412},
pages = {518--523},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45675-9\_78},
doi = {10.1007/3-540-45675-9\_78},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/KabanTG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecir/2002,
editor = {Fabio Crestani and
Mark A. Girolami and
C. J. van Rijsbergen},
title = {Advances in Information Retrieval, 24th {BCS-IRSG} European Colloquium
on {IR} Research Glasgow, UK, March 25-27, 2002 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2291},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45886-7},
doi = {10.1007/3-540-45886-7},
isbn = {3-540-43343-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/RosipalGTC01,
author = {Roman Rosipal and
Mark A. Girolami and
Leonard J. Trejo and
Andrzej Cichocki},
title = {Kernel {PCA} for Feature Extraction and De-Noising in Nonlinear Regression},
journal = {Neural Comput. Appl.},
volume = {10},
number = {3},
pages = {231--243},
year = {2001},
url = {https://doi.org/10.1007/s521-001-8051-z},
doi = {10.1007/S521-001-8051-Z},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/RosipalGTC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/RosipalG01,
author = {Roman Rosipal and
Mark A. Girolami},
title = {An Expectation-Maximization Approach to Nonlinear Component Analysis},
journal = {Neural Comput.},
volume = {13},
number = {3},
pages = {505--510},
year = {2001},
url = {https://doi.org/10.1162/089976601300014439},
doi = {10.1162/089976601300014439},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/RosipalG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Girolami01,
author = {Mark A. Girolami},
title = {A Variational Method for Learning Sparse and Overcomplete Representations},
journal = {Neural Comput.},
volume = {13},
number = {11},
pages = {2517--2532},
year = {2001},
url = {https://doi.org/10.1162/089976601753196003},
doi = {10.1162/089976601753196003},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/Girolami01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KabanG01,
author = {Ata Kab{\'{a}}n and
Mark A. Girolami},
title = {A Combined Latent Class and Trait Model for the Analysis and Visualization
of Discrete Data},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {23},
number = {8},
pages = {859--872},
year = {2001},
url = {https://doi.org/10.1109/34.946989},
doi = {10.1109/34.946989},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/KabanG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Girolami01,
author = {Mark A. Girolami},
title = {The topographic organization and visualization of binary data using
multivariate-Bernoulli latent variable models},
journal = {{IEEE} Trans. Neural Networks},
volume = {12},
number = {6},
pages = {1367--1374},
year = {2001},
url = {https://doi.org/10.1109/72.963773},
doi = {10.1109/72.963773},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Girolami01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BinghamKG01,
author = {Ella Bingham and
Ata Kab{\'{a}}n and
Mark A. Girolami},
editor = {Vincent Y. Shen and
Nobuo Saito and
Michael R. Lyu and
Mary Ellen Zurko},
title = {Finding Topics in Dynamical Text: Application to Chat Line Discussions},
booktitle = {Poster Proceedings of the Tenth International World Wide Web Conference,
{WWW} 10, Hong Kong, China, May 1-5, 2001},
year = {2001},
url = {http://www10.org/cdrom/posters/1110.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/BinghamKG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annimab/BarrosRGDO00,
author = {Allan Kardec Barros and
Roman Rosipal and
Mark A. Girolami and
Georg Dorffner and
Noboru Ohnishi},
editor = {Helge Malmgren and
Magnus Borga and
Lars Niklasson},
title = {Extraction of Sleep-Spindles from the Electroencephalogram {(EEG)}},
booktitle = {Artificial Neural Networks in Medicine and Biology, Proceedings of
the {ANNIMAB-1} Conference, G{\"{o}}teborg, Sweden, 13-16 May
2000},
series = {Perspectives in Neural Computing},
pages = {125--130},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/978-1-4471-0513-8\_17},
doi = {10.1007/978-1-4471-0513-8\_17},
timestamp = {Mon, 22 Jul 2019 13:45:56 +0200},
biburl = {https://dblp.org/rec/conf/annimab/BarrosRGDO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annimab/RosipalGT00,
author = {Roman Rosipal and
Mark A. Girolami and
Leonard J. Trejo},
editor = {Helge Malmgren and
Magnus Borga and
Lars Niklasson},
title = {Kernel {PCA} Feature Extraction of Event-Related Potentials for Human
Signal Detection Performance},
booktitle = {Artificial Neural Networks in Medicine and Biology, Proceedings of
the {ANNIMAB-1} Conference, G{\"{o}}teborg, Sweden, 13-16 May
2000},
series = {Perspectives in Neural Computing},
pages = {321--326},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/978-1-4471-0513-8\_49},
doi = {10.1007/978-1-4471-0513-8\_49},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annimab/RosipalGT00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/GirolamiVK00,
author = {Mark A. Girolami and
Alexei Vinokourov and
Ata Kab{\'{a}}n},
title = {The Organization and Visualization of Document Corpora: {A} Probabilistic
Approach},
booktitle = {11th International Workshop on Database and Expert Systems Applications
(DEXA'00), 6-8 September 2000, Greenwich, London, {UK}},
pages = {558--564},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/DEXA.2000.875081},
doi = {10.1109/DEXA.2000.875081},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/GirolamiVK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Girolami00,
author = {Mark A. Girolami},
title = {A generative model for sparse discrete binary data with non-uniform
categorical priors},
booktitle = {8th European Symposium on Artificial Neural Networks, {ESANN} 2000,
Bruges, Belgium, April 26-28, 2000, Proceedings},
pages = {1--6},
year = {2000},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2000-16.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Girolami00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/VinokourovG00,
author = {Alexei Vinokourov and
Mark A. Girolami},
title = {Probabilistic Hierarchical Clustering Method for Organizing Collections
of Text Documents},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {2182--2185},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906043},
doi = {10.1109/ICPR.2000.906043},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/VinokourovG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KabanG00,
author = {Ata Kab{\'{a}}n and
Mark A. Girolami},
title = {Initialized and Guided EM-Clustering of Sparse Binary Data with Application
to Text Based Documents},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {2744--2747},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906182},
doi = {10.1109/ICPR.2000.906182},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KabanG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LeeGS99,
author = {Te{-}Won Lee and
Mark A. Girolami and
Terrence J. Sejnowski},
title = {Independent Component Analysis Using an Extended Infomax Algorithm
for Mixed Sub-Gaussian and Super-Gaussian Sources},
journal = {Neural Comput.},
volume = {11},
number = {2},
pages = {417--441},
year = {1999},
url = {https://doi.org/10.1162/089976699300016719},
doi = {10.1162/089976699300016719},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/LeeGS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/LeeLGS99,
author = {Te{-}Won Lee and
Michael S. Lewicki and
Mark A. Girolami and
Terrence J. Sejnowski},
title = {Blind source separation of more sources than mixtures using overcomplete
representations},
journal = {{IEEE} Signal Process. Lett.},
volume = {6},
number = {4},
pages = {87--90},
year = {1999},
url = {https://doi.org/10.1109/97.752062},
doi = {10.1109/97.752062},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/LeeLGS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Girolami98,
author = {Mark A. Girolami},
title = {A nonlinear model of the binaural cocktail party effect},
journal = {Neurocomputing},
volume = {22},
number = {1-3},
pages = {201--215},
year = {1998},
url = {https://doi.org/10.1016/S0925-2312(98)00058-7},
doi = {10.1016/S0925-2312(98)00058-7},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Girolami98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Girolami98,
author = {Mark A. Girolami},
title = {An Alternative Perspective on Adaptive Independent Component Analysis
Algorithms},
journal = {Neural Comput.},
volume = {10},
number = {8},
pages = {2103--2114},
year = {1998},
url = {https://doi.org/10.1162/089976698300016981},
doi = {10.1162/089976698300016981},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/Girolami98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/Girolami98,
author = {Mark A. Girolami},
title = {The Latent Variable Data Model for Exploratory Data Analysis and Visualisation:
{A} Generalisation of the Nonlinear Infomax Algorithm},
journal = {Neural Process. Lett.},
volume = {8},
number = {1},
pages = {27--39},
year = {1998},
url = {https://doi.org/10.1023/A:1009613012282},
doi = {10.1023/A:1009613012282},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/Girolami98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GirolamiCA98,
author = {Mark A. Girolami and
Andrzej Cichocki and
Shun{-}ichi Amari},
title = {A common neural-network model for unsupervised exploratory data analysis
and independent component analysis},
journal = {{IEEE} Trans. Neural Networks},
volume = {9},
number = {6},
pages = {1495--1501},
year = {1998},
url = {https://doi.org/10.1109/72.728398},
doi = {10.1109/72.728398},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GirolamiCA98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Girolami98,
author = {Mark A. Girolami},
title = {Noise reduction and speech enhancement via temporal anti-Hebbian learning},
booktitle = {Proceedings of the 1998 {IEEE} International Conference on Acoustics,
Speech and Signal Processing, {ICASSP} '98, Seattle, Washington, USA,
May 12-15, 1998},
pages = {1233--1236},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICASSP.1998.675494},
doi = {10.1109/ICASSP.1998.675494},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Girolami98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/GirolamiF97,
author = {Mark A. Girolami and
Colin Fyfe},
title = {Stochastic {ICA} Contrast Maximisation Using Oja's Nonlinear {PCA}
Algorithm},
journal = {Int. J. Neural Syst.},
volume = {8},
number = {5-6},
pages = {661--678},
year = {1997},
url = {https://doi.org/10.1142/S0129065797000586},
doi = {10.1142/S0129065797000586},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/GirolamiF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GirolamiF97,
author = {Mark A. Girolami and
Colin Fyfe},
title = {An extended exploratory projection pursuit network with linear and
nonlinear anti-hebbian lateral connections applied to the cocktail
party problem},
journal = {Neural Networks},
volume = {10},
number = {9},
pages = {1607--1618},
year = {1997},
url = {https://doi.org/10.1016/S0893-6080(97)00090-7},
doi = {10.1016/S0893-6080(97)00090-7},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/GirolamiF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GirolamiF97,
author = {Mark Girolami and
Colin Fyfe},
editor = {David Madigan and
Padhraic Smyth},
title = {Multivariate Density Factorization for Independent Component Analysis:
An Unsupervised Artificial Neural Network Approach},
booktitle = {Proceedings of the Sixth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 1997, Fort Lauderdale, Florida, USA, January,
4-7, 1997},
pages = {223--230},
publisher = {{MLR} Press},
year = {1997},
url = {https://proceedings.mlr.press/r1/girolami97a.html},
timestamp = {Fri, 05 Jul 2024 15:44:56 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GirolamiF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GirolamiF97,
author = {Mark A. Girolami and
Colin Fyfe},
editor = {Michel Verleysen},
title = {Independence is far from normal},
booktitle = {5th Eurorean Symposium on Artificial Neural Networks, {ESANN} 1997,
Bruges, Belgium, April 16-18, 1997, Proceedings},
publisher = {D-Facto public},
year = {1997},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1997-521-S.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GirolamiF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/Girolami97,
author = {Mark Girolami},
editor = {George D. Smith and
Nigel C. Steele and
Rudolf F. Albrecht},
title = {Principal Components Identify {MLP} Hidden Layer Size for Optimal
Generalisation Performance},
booktitle = {Proceedings of the International Conference on Artificial Neural Nets
and Genetic Algorithms, {ICANNGA} 1997, Norwich, UK, 1997},
pages = {40--43},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/978-3-7091-6492-1\_9},
doi = {10.1007/978-3-7091-6492-1\_9},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icannga/Girolami97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/GirolamiF97,
author = {Mark Girolami and
Colin Fyfe},
editor = {George D. Smith and
Nigel C. Steele and
Rudolf F. Albrecht},
title = {Fahlman-Type Activation Functions Applied to Nonlinear {PCA} Networks
Provide a Generalised Independent Component Analysis},
booktitle = {Proceedings of the International Conference on Artificial Neural Nets
and Genetic Algorithms, {ICANNGA} 1997, Norwich, UK, 1997},
pages = {112--115},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/978-3-7091-6492-1\_24},
doi = {10.1007/978-3-7091-6492-1\_24},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icannga/GirolamiF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GirolamiF97,
author = {Mark A. Girolami and
Colin Fyfe},
title = {Kurtosis extrema and identification of independent components: a neural
network approach},
booktitle = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997},
pages = {3329--3332},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICASSP.1997.595506},
doi = {10.1109/ICASSP.1997.595506},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/GirolamiF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/GirolamiF97,
author = {Mark A. Girolami and
Colin Fyfe},
title = {Generalised independent component analysis through unsupervised learning
with emergent Bussgang properties},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'97),
Houston, TX, USA, June 9-12, 1997},
pages = {1788--1791},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/ICNN.1997.614168},
doi = {10.1109/ICNN.1997.614168},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icnn/GirolamiF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/GirolamiF96,
author = {Mark A. Girolami and
Colin Fyfe},
title = {A Temporal Model of Linear Anti-Hebbian Learning},
journal = {Neural Process. Lett.},
volume = {4},
number = {3},
pages = {139--148},
year = {1996},
url = {https://doi.org/10.1007/BF00426022},
doi = {10.1007/BF00426022},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/GirolamiF96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-09-13 01:39 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
