Resources&Tools

Here you can find selected code, datasets developed by the team

Théo Trouillon, AMA PhD student, received, for his PhD thesis on ''Complex-valued Embedding Models for Knowledge Graphs'', the COMUE UGA 2018 PhD Prize as well as a runner-up for the AFIA (French Association for AI) PhD prize
ECIR 2016 Test of Time Award for C. Goutte and E. Gaussier for the paper «A Probabilistic Interpretation of Precision, Recall and F-Score, with Implication for Evaluation »

机器学习：理论、实践与提高 (Chinease translation of "Apprentissage Machine: de la théorie à la pratique"), iTuring, 2018, by Massih-Reza Amini
«Data Science» editions Eyrolles, 2018, by Massih-Reza Amini, Renaud Blanch, Marianne Clausel, Jean-Baptiste Durand, Eric Gaussier, Jérôme Malick, Christophe Picard, Vivien Quéma, Georges Quénot.
«Recherche d'information - Applications, Modèles et Algorithmes» 2ème edition editions Eyrolles, 2017, by Massih-Reza Amini & Éric Gaussier.
Advances Analysis and Learning on Temporal Data Springer, 2015, by Ahlame Douzal-Chouakria, José A.Vilar ans Pierre-François Marteau (Eds.)
Learning with Partially Labeled and Interdependent Data Springer, 2015, by Massih-Reza Amini and Nicolas Usunier
«Apprentissage machine - De la théorie à la pratique - Concepts fondamentaux en Machine Learning» editions Eyrolles, 2015, by Massih-Reza Amini

AMA co-organizes the ECIR 2018 conference on "Information Retrieval", to be held in Grenoble on 26-29 March, 2018 (http://www.ecir2018.org/)
French Conference on Machine Learning - "Conférence sur l'Apprentissage Automatique" (CAp), 28-30 June, 2017 (http://cap2017.imag.fr/)
French Conference on Data-Mining - "Extraction et Gestion des Connaissances" (EGC), 23-27 January, 2017 (http://egc2017.imag.fr/)