Learning with a Fisher surrogate loss in a small data regime. - Moussab Djerrab; Alexandre Garcia 001 (ESANN, 2018)

Structured Output Learning with Abstention: Application to Accurate Opinion Prediction. - Alexandre Garcia 001; Chloé Clavel; Slim Essid; Florence d'Alché-Buc (ICML, 2018)

A Structured Prediction Approach for Label Ranking. - Anna Korba; Alexandre Garcia 001; Florence d'Alché-Buc (NeurIPS, 2018)

Computer-Assisted Fraud Detection, From Active Learning to Reward Maximization. - Christelle Marfaing; Alexandre Garcia 001 (CoRR, 2018)

Output Fisher embedding regression. - Moussab Djerrab; Alexandre Garcia 001; Maxime Sangnier; Florence d'Alché-Buc (Mach. Learn., 2018)

From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining. - Alexandre Garcia 001; Pierre Colombo; Florence d'Alché-Buc; Slim Essid; Chloé Clavel (EMNLP/IJCNLP (1), 2019)

A multimodal movie review corpus for fine-grained opinion mining. - Alexandre Garcia 001; Slim Essid; Florence d'Alché-Buc; Chloé Clavel (CoRR, 2019)

Prédiction de modèles structurés d'opinion : aspects théoriques et méthodologiques. (Prediction of structured opinion outputs : theoretical and methodological aspects). - Alexandre Garcia 001 (2019)