Alberto Lumbreras

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 13

Top Venues

CoRR

AISTATS

Soc. Netw. Anal. Min.

KDD

University of Lyon, France (PHD)

Education History

University of Lyon, France

PHD

Publications

Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
LOCOST: State-Space Models for Long Document Abstractive Summarization. EACL (1) (2024)
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
LOCOST: State-Space Models for Long Document Abstractive Summarization. CoRR (2024)
Clarine Vongpaseut, Alberto Lumbreras, Mike Gartrell, Patrick Gallinari
Evaluating the Generalization Property of Prefix-based Methods for Data-to-text Generation. CORIA-TALN (2) (2023)
Song Duong, Alberto Lumbreras, Mike Gartrell, Patrick Gallinari
Learning from Multiple Sources for Data-to-Text and Text-to-Data. CoRR (2023)
Song Duong, Alberto Lumbreras, Mike Gartrell, Patrick Gallinari
Learning from Multiple Sources for Data-to-Text and Text-to-Data. AISTATS (2023)
Nicolas Chopin, Mike Gartrell, Dawen Liang, Alberto Lumbreras, David Rohde, Yixin Wang
Bayesian Causal Inference for Real World Interactive Systems. KDD (2021)
Alberto Lumbreras, Louis Filstroff, Cédric Févotte
Bayesian mean-parameterized nonnegative binary matrix factorization. Data Min. Knowl. Discov. 34 (6) (2020)
Louis Filstroff, Alberto Lumbreras, Cédric Févotte
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization. ICML (2018)
Alberto Lumbreras, Julien Velcin, Marie Guégan, Bertrand Jouve
Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models. CoRR (2018)
Louis Filstroff, Alberto Lumbreras, Cédric Févotte
Closed-form marginal likelihood in Gamma-Poisson factorization. CoRR (2018)
Alberto Lumbreras, Louis Filstroff, Cédric Févotte
Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization. CoRR (2018)
Alberto Lumbreras, Bertrand Jouve, Julien Velcin, Marie Guégan
Role detection in online forums based on growth models for trees. Soc. Netw. Anal. Min. 7 (1) (2017)
Alberto Lumbreras, Julien Velcin, Marie Guégan, Bertrand Jouve
Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models. Comput. Stat. 32 (1) (2017)
Alberto Lumbreras, James Lanagan, Julien Velcin, Bertrand Jouve
Analyse des rôles dans les communautés virtuelles : définitions et premières expérimentations sur IMDb. CoRR (2013)
Alberto Lumbreras, Ricard Gavaldà
Applying Trust Metrics Based on User Interactions to Recommendation in Social Networks. ASONAM (2012)

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Publication Activity (10 Years)

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Alberto Lumbreras