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Manuel Davy (M'06) was born in Caen, France, in 1972. He received the Engineer degree in electrical engineering and signal processing and the Ph.D. degree in signal processing from the Ecole Centrale de Nantes, France, in 1996 and 2000, respectively.
From 2000 to 2002, he was a Research Associate with the Signal Processing Group, University of Cambridge, Cambridge, U.K. He is currently a chargé de recherches at the Centre National de la Recherche Scientifique (CNRS), Lille, France, and member of the INRIA-FUTURS “SequeL” team. Since 1998, he has published one book, about 15 journal papers, and 40 conference papers. In 2003 and 2004, he co-organized the Machine Learning Summer School. From 2002 to 2006, he was principal investigator in four industrial research contracts. His current research activities are centered around machine learning, kernel algorithms, Bayesian/Monte Carlo methods for signal processing (Markov chain Monte Carlo, particle filtering, and sequential Monte Carlo), and reinforcement learning. His preferred application fields are audio and multisensor data fusion.
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论文共 92 篇作者统计合作学者相似作者
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HAL (Le Centre pour la Communication Scientifique Directe) (2022)
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ICORESpp.86-93, (2021)
international conference on information systems (2018)
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mag(2012)
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UAI'07: Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligencepp.33-40, (2012)
Time-Frequency Analysispp.383-408, (2010)
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