Alberto Lumbreras

According to our database, Alberto Lumbreras authored at least 13 papers between 2012 and 2024.

Collaborative distances:

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

2024

LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs.

Florian Le Bronnec, Song Duong, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari

Proceedings of the Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, 2024

LOCOST: State-Space Models for Long Document Abstractive Summarization.

Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Evaluating the Generalization Property of Prefix-based Methods for Data-to-text Generation.

Clarine Vongpaseut, Alberto Lumbreras, Mike Gartrell, Patrick Gallinari

Proceedings of the Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023 - Volume 2 : travaux de recherche originaux, 2023

Learning from Multiple Sources for Data-to-Text and Text-to-Data.

Song Duong, Alberto Lumbreras, Mike Gartrell, Patrick Gallinari

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021

Bayesian Causal Inference for Real World Interactive Systems.

Nicolas Chopin, Mike Gartrell, Dawen Liang, Alberto Lumbreras, David Rohde, Yixin Wang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Bayesian mean-parameterized nonnegative binary matrix factorization.

Alberto Lumbreras, Louis Filstroff, Cédric Févotte

Data Min. Knowl. Discov., 2020

2018

Closed-form marginal likelihood in Gamma-Poisson factorization.

Louis Filstroff, Alberto Lumbreras, Cédric Févotte

CoRR, 2018

Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization.

Louis Filstroff, Alberto Lumbreras, Cédric Févotte

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

2017

Role detection in online forums based on growth models for trees.

Alberto Lumbreras, Bertrand Jouve, Julien Velcin, Marie Guégan

Soc. Netw. Anal. Min., 2017

Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models.

Alberto Lumbreras, Julien Velcin, Marie Guégan, Bertrand Jouve

Comput. Stat., 2017

2016

Automatic role detection in online forums. (Détection automatique des rôles dans les forums en ligne).

Alberto Lumbreras

PhD thesis, 2016

2013

Analyse des rôles dans les communautés virtuelles : définitions et premières expérimentations sur IMDb.

Alberto Lumbreras, James Lanagan, Julien Velcin, Bertrand Jouve

CoRR, 2013

2012

Applying Trust Metrics Based on User Interactions to Recommendation in Social Networks.

Alberto Lumbreras, Ricard Gavaldà

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012