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Bio: Manuel Davy was born in Caen, France, in 1972. He received the Engineer
degree in electrical engineering and Signal Processing in 1996 from the
Ecole Centrale de Nantes, France, and a PhD in Signal Processing from
the University of Nantes in September 2000. From 2000 to 2002, he was a
research associate at the Signal Processing Group, University of
Cambridge, UK. He is currently a chargé de recherches at the Centre
National de la Recherche Scientifique (CNRS) in Lille, France, and
member of the INRIA-FUTURS "SequeL" team. Since 1998, he published a
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, Sequential
Monte Carlo) and reinforcement learning. His preferred application
fields are audio and multi-sensor data fusion.
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| Focus: Machine Learning, Statistical Signal Processing |
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