Févotte, Cédric

10 publications

JMLR 2021 An Inertial Newton Algorithm for Deep Learning Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels

JMLR 2021 Expanding Boundaries of Gap Safe Screening Cassio F. Dantas, Emmanuel Soubies, Cédric Févotte

NeurIPS 2021 Unbalanced Optimal Transport Through Non-Negative Penalized Linear Regression Laetitia Chapel, Rémi Flamary, Haoran Wu, Cédric Févotte, Gilles Gasso

ICML 2020 Ordinal Non-Negative Matrix Factorization for Recommendation Olivier Gouvert, Thomas Oberlin, Cédric Févotte

ECML-PKDD 2019 A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments Rui Xia, Vincent Y. F. Tan, Louis Filstroff, Cédric Févotte

UAI 2019 Recommendation from Raw Data with Adaptive Compound Poisson Factorization Olivier Gouvert, Thomas Oberlin, Cédric Févotte

ICML 2018 Closed-Form Marginal Likelihood in Gamma-Poisson Matrix Factorization Louis Filstroff, Alberto Lumbreras, Cédric Févotte

NeurIPS 2016 Optimal Spectral Transportation with Application to Music Transcription Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya

NeurIPS 2014 Low-Rank Time-Frequency Synthesis Cédric Févotte, Matthieu Kowalski

NeurIPS 2011 Nonnegative Dictionary Learning in the Exponential Noise Model for Adaptive Music Signal Representation Onur Dikmen, Cédric Févotte