Patrick GALLINARI

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)