Cédric Févotte

Full Professor, CNRS

Joined

December 2017

Names

Cédric Févotte

Emails

****@irit.fr (Confirmed)

Personal Links

Career & Education History

Full Professor

CNRS (cnrs.fr)

2015 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

signal processing

Present

Bayesian inference

Present

matrix factorisation

Present

Publications

Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
Laetitia Chapel, Rémi Flamary, Haoran Wu, Cédric Févotte, Gilles Gasso
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization
Louis Filstroff, Alberto Lumbreras, Cédric Févotte
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone
Optimal spectral transportation with application to music transcription
Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Low-Rank Time-Frequency Synthesis
Cédric Févotte, Matthieu Kowalski
- 2014 (modified: 11 Nov 2022)
- NIPS 2014
- Readers: Everyone
Automatic Relevance Determination in Nonnegative Matrix Factorization with the $(\beta)$-Divergence.
Vincent Y. F. Tan, Cédric Févotte
- 2013 (modified: 10 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.2013
- Readers: Everyone
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation
Onur Dikmen, Cédric Févotte
- 2011 (modified: 11 Nov 2022)
- NIPS 2011
- Readers: Everyone

Co-Authors