Senior Researcher (Directeur De Recherche)
CurrentTenured position. Member of the PreMeDICaL team.
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@inria.fr
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Aurélien Bellet is listed as Researcher in AI and Machine Learning at Inria, a company with 2686 employees, based in Lille, Hauts-de-France, France. AeroLeads shows a work email signal at inria.fr and a matched LinkedIn profile for Aurélien Bellet.
Aurélien Bellet previously worked as Senior Researcher (directeur de recherche) at Inria and Junior Researcher (chargé de recherche) at Inria. Aurélien Bellet holds Habilitation Thesis (Hdr), Computer Science from University Of Lille 1 Sciences And Technology.
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My main areas of expertise are machine learning and artificial intelligence. I am particularly interested in:• distributed / federated / decentralized learning algorithms• privacy-preserving machine learning• representation learning and distance metric learning• graph-based methods• optimization for machine learning• statistical learning theory• applications to NLP, speech recognition and healthFor more information (including a detailed resume), please visit my professional webpage:http://researchers.lille.inria.fr/abellet/
Listed skills include Machine Learning, Big Data, Data Science, Pattern Recognition, and 25 others.
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Montpellier, Occitanie, France
Tenured position. Member of the PreMeDICaL team.
Lille Area, France
Tenured position. Member of the Magnet team.
Paris, Ile-de-France, France
Research collaborations with the S2A team and teaching courses on machine learning.
Paris Area, France
Working with Stéphan Clémençon on decentralized machine learning, statistical learning with U-statistics and graph inference.
Greater Los Angeles Area
Working with Fei Sha on metric learning, distributed machine learning and applications to speech recognition.
Saint-Étienne Area, France
Highest honors. The title was "Supervised Metric Learning with Generalization Guarantees" and my advisors were Marc Sebban and Amaury Habrard.
Other employees you can reach at inria.fr. View company contacts for 2686 employees →
Monique Teillaud
Colleague at Inria
Nancy, Grand Est, France, France
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WG
Wilfread Guillemé
Colleague at Inria
Greater Nantes Metropolitan Area, France
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EE
Elizabeth El Haddad
Colleague at Inria
St.-Germain-en-Laye, Île-de-France, France, France
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RM
Raphael Martins
Colleague at Inria
Greater Paris Metropolitan Region, France
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OB
Oana Balalau
Colleague at Inria
Greater Paris Metropolitan Region, France
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PM
Paul Maurer
Colleague at Inria
Nice, Provence-Alpes-Côte d'Azur, France, France
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LD
Lucas Deloison
Colleague at Inria
Coulogne, Hauts-de-France, France, France
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GG
Gael Guennebaud
Colleague at Inria
France, France
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AB
Alexis Bunel
Colleague at Inria
Greater Paris Metropolitan Region, France
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KN
Karan Nathwani
Colleague at Inria
Kanpur Nagar, Uttar Pradesh, India, India
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My habilitation thesis was entitled "Contributions to Decentralized and Privacy-Preserving Machine Learning". Reviewers: Francis Bach.
Major: Learning from Data. Done concurrently with my 1st year of PhD.
Major: Machine Learning and Data Mining
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Aurélien Bellet works for Inria.
Aurélien Bellet is listed as Researcher in AI and Machine Learning at Inria.
AeroLeads has found 1 work email signal at @inria.fr for Aurélien Bellet at Inria.
Aurélien Bellet is based in Lille, Hauts-de-France, France while working with Inria.
Aurélien Bellet has worked for Inria, Télécom Paris, Télécom Paristech, University Of Southern California, and Université Jean Monnet Saint-Etienne.
Aurélien Bellet's colleagues at Inria include Monique Teillaud, Wilfread Guillemé, Elizabeth El Haddad, Raphael Martins, and Oana Balalau.
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Aurélien Bellet holds Habilitation Thesis (Hdr), Computer Science from University Of Lille 1 Sciences And Technology.
Aurélien Bellet is listed with skills including Machine Learning, Big Data, Data Science, Pattern Recognition, Data Mining, Artificial Intelligence, Computer Science, and Distributed Algorithms.
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