Matrix Co-Factorization for Cold-Start Recommendation. - Olivier Gouvert; Thomas Oberlin; Cédric Févotte (ISMIR, 2018)

Negative Binomial Matrix Factorization for Recommender Systems. - Olivier Gouvert; Thomas Oberlin; Cédric Févotte (CoRR, 2018)

Recommendation from Raw Data with Adaptive Compound Poisson Factorization. - Olivier Gouvert; Thomas Oberlin; Cédric Févotte (UAI, 2019)

Factorisation bayésienne de matrices pour le filtrage collaboratif. (Bayesian matrix factorization for collaborative filtering). - Olivier Gouvert (2019)

Ordinal Non-negative Matrix Factorization for Recommendation. - Olivier Gouvert; Thomas Oberlin; Cédric Févotte (ICML, 2020)

A Comparative Study of Temporal Non-Negative Matrix Factorization with Gamma Markov Chains. - Louis Filstroff; Olivier Gouvert; Cédric Févotte; Olivier Cappé (CoRR, 2020)

Negative Binomial Matrix Factorization. - Olivier Gouvert; Thomas Oberlin; Cédric Févotte (IEEE Signal Process. Lett., 2020)

A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization. - Louis Filstroff; Olivier Gouvert; Cédric Févotte; Olivier Cappé (IEEE Trans. Signal Process., 2021)

TEARS: Textual Representations for Scrutable Recommendations. - Emiliano Penaloza; Olivier Gouvert; Haolun Wu; Laurent Charlin (CoRR, 2024)

TEARS: Text Representations for Scrutable Recommendations. - Emiliano Penaloza; Olivier Gouvert; Haolun Wu; Laurent Charlin (WWW, 2025)

The Lucie-7B LLM and the Lucie Training Dataset: Open resources for multilingual language generation. - Olivier Gouvert; Julie Hunter; Jérôme Louradour; Christophe Cerisara; Evan Dufraisse; Yaya Sy; Laura Rivière; Jean-Pierre Lorré; OpenLLM-France community (CoRR, 2025)