基本信息
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职业迁徙
个人简介
I am professor in Computer Science at Pierre et Marie Curie University in Paris (UPMC). My research focuses on statistical learning with applications in different fields such as semantic data analysis and complex data modeling. I discovered the ML domain in the mid 80es when I started to work on Neural Networks, an emerging field at that time. I have been one of the pionneers of this research domain in France/ Europe and worked on the topic for about 10 years before switching to more general ML models. During this period I also investigated different application domains like Information Retrieval, Social Data analysis and User Modeling, ... Over the last years my research mainly focused on ML for structured data (sequences, graphs etc) and of course Deep Learning, today the major topic of the MLIA team.
研究兴趣
论文共 523 篇作者统计合作学者相似作者
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Carlo Metta, Andrea Beretta,Riccardo Guidotti,Yuan Yin,Patrick Gallinari, Salvatore Rinzivillo,Fosca Giannotti
Diagnostics (Basel, Switzerland)no. 7 (2024): 753
Mouadh Yagoubi, Milad Leyli-Abadi, David Danan, Jean-Patrick Brunet, Jocelyn Ahmed Mazari, Florent Bonnet, Asma Farjallah,Marc Schoenauer,Patrick Gallinari
arxiv(2024)
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Florian Le Bronnec, Song Duong,Mathieu Ravaut,Alexandre Allauzen,Nancy F. Chen,Vincent Guigue, Alberto Lumbreras,Laure Soulier,Patrick Gallinari
CoRR (2024): 1144-1159
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Etienne Le Naour, L. Serrano, Léon Migus, Yulong Yin, Ghislain Agoua,Nicolas Baskiotis,Patrick Gallinari,Vincent Guigue
arXiv (Cornell University) (2023)
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Louis Serrano, Lise Le Boudec, Armand Kassaï Koupaï, Thomas X Wang,Yuan Yin,Jean-Noël Vittaut,Patrick Gallinari
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arXiv (Cornell University) (2023)
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