Publications

Conference Papers

From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining, Alexandre Garcia, Pierre Colombo, Slim Essid, Florence d'Alché-Buc, Chloé Clavel, EMNLP 2019

A Structured Prediction Approach for Label Ranking, Anna Korba, Alexandre Garcia, Florence d'Alché Buc, NIPS 2018

Structured Output Learning with Abstention: Application to Accurate Opinion Prediction, Alexandre Garcia, Chloé Clavel, Slim Essid, Florence d’Alché-Buc, ICML 2018

Learning with a Fisher surrogate loss in a small data regime, Mousaab Djerrab, Alexandre Garcia and Florence d’Alché-Buc, ESANN 2018

Journal

Output Fisher embedding regression, Moussab Djerrab, Alexandre Garcia, Maxime Sangnier, Florence d’Alché-Buc, ECML PKDD 2018 Journal Track

Talks

Structured Output Learning with Abstention: Application to Accurate Opinion Prediction, Alexandre Garcia, Chloé Clavel, Slim Essid, Florence d’Alché-Buc, ICML 2018 - Stuctured Prediction 2 , CAP 2018

CAP 2018 Shared Task: My Tailor is rich! Predicting English level by analyzing writing styles. Alexandre Garcia, CAP 2018 ranked 2nd solution: code and presentation