GALLINARI Patrick
Expertise
Discover the specialized technical skills and disciplinary affiliations of our members, who represent the federated communities of the Arts & Humanities, Science & Engineering, and Medicine within the Sorbonne University Alliance.
Mathematics, Computer Science & Robotics
Activities
Overview the professional milestones, academic responsibilities, and international collaborations that drive our center’s double ambition to excel in both research and education.
Responsibilities
Team leader: Machine Learning and Information Access, Vice president, scientific committee, Engineering Faculty, Sorbonne Univ.
Awards
Best papers 2
Selected publications
1. Delasalles E., Ziat A., Denoyer L., Gallinari P, Spatio-temporal neural networks for space-time data modeling and relation discovery, KAIS, 2019, p1-27, Springer
2. Dos Santos, L., Piwowarski, B., Denoyer, L., Gallinari P., 2018. Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks. ACM Trans. Knowl. Discov. Data. 12, (2018), 33 pages.
3. Lamprier S., Gisselbrecht T., Gallinari P.: Profile-Based Bandit with Unknown Profiles. Journal of Machine Learning Research 19 (2018)
2. Zablocki, É., Bordes P., Piwowarski, B., Soulier, L. and Gallinari, P. (2019) Context-Aware Zero-Shot Learning for Object Recognition, ICML 2019
3. Pajot, A., de Bezenac, E., & Gallinari, P. (2019). Unsupervised Adversarial Image Reconstruction. In ICLR.
International collaborations
University Torino, KU Leuven, University of the Basque Country, Beijing University of Post and Telecommunications, NCSR Demokritos
Industrial collaborations
BNP, Thales, Deezer, Arcelor Mittal, Recital (Startup)