Alexandre Garcia

According to our database, Alexandre Garcia authored at least 8 papers between 2018 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2019

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

Alexandre Garcia

PhD thesis, 2019

A multimodal movie review corpus for fine-grained opinion mining.

Alexandre Garcia, Slim Essid, Florence d'Alché-Buc, Chloé Clavel

CoRR, 2019

From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining.

Alexandre Garcia, Pierre Colombo, Florence d'Alché-Buc, Slim Essid, Chloé Clavel

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Output Fisher embedding regression.

Moussab Djerrab, Alexandre Garcia, Maxime Sangnier, Florence d'Alché-Buc

Mach. Learn., 2018

Computer-Assisted Fraud Detection, From Active Learning to Reward Maximization.

Christelle Marfaing, Alexandre Garcia

CoRR, 2018

A Structured Prediction Approach for Label Ranking.

Anna Korba, Alexandre Garcia, Florence d'Alché-Buc

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Structured Output Learning with Abstention: Application to Accurate Opinion Prediction.

Alexandre Garcia, Chloé Clavel, Slim Essid, Florence d'Alché-Buc

Proceedings of the 35th International Conference on Machine Learning, 2018

Learning with a Fisher surrogate loss in a small data regime.

Moussab Djerrab, Alexandre Garcia

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018