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个人简介
Stephen's main area of research lies in machine learning approaches to data analysis. He has particular interests in the development of machine learning theory for problems in time series analysis and decision theory. Current research applies Bayesian statistics, graphical models and information theory to diverse problem domains including astronomy, mathematical biology, finance and sensor networks. He leads the Machine Learning Research Group, is a Professorial Fellow of Somerville College, founding Director of the EPSRC Centre for Doctoral Training in Autonomous, Intelligent Machines and Systems (AIMS) and Director of the Oxford-Man Institute. Stephen is Co-Founder and Scientific Advisor of Mind Foundry.
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论文共 751 篇作者统计合作学者相似作者
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Harry Coppock,George Nicholson,Ivan Kiskin, Vasiliki Koutra, Kieran Baker,Jobie Budd,Richard Payne,Emma Karoune,David Hurley,Alexander Titcomb,Sabrina Egglestone, Ana Tendero Cañadas,
Nature Machine Intelligenceno. 2 (2024): 229-242
crossref(2024)
Samuel Kessler, Mateusz Ostaszewski, Michal Pawel Bortkiewicz, Mateusz Zarski, Maciej Wolczyk, Jack Parker-Holder,Stephen J. Roberts,Piotr Milos
arXiv (Cornell University)pp.184-204, (2023)
arXiv (Cornell University) (2023)
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CoRR (2023)
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arxiv(2023)
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Davide Pigoli, Kieran Baker,Jobie Budd, Lorraine Butler,Harry Coppock,Sabrina Egglestone,Steven G. Gilmour,Chris Holmes,David Hurley,Radka Jersakova,Ivan Kiskin, Vasiliki Koutra,
arxiv(2023)
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Pablo Heredia Barion,Stephen J. Roberts,Cornelia Spiegel,Steven A. Binnie,Lukas Wacker,Joanna Davies, Imogen Gabriel,Vivienne J. Jones,Simon Blockley,Emma J. Pearson,Louise Foster,Sarah J. Davies,
The Holoceneno. 6 (2023): 636-658
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