Scholar
Cédric Févotte
Google Scholar ID: kAWEUq0AAAAJ
CNRS Research Director @ IRIT, ANITI, Univ. Toulouse
Citations & Impact
Citations
4,717
H-index
22
i10-index
53
Publications
20
Co-authors
32
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- IEEE SSP Best Student Paper Award (finalist) awarded to David Valdivia for work on audio signal interpolation with optimal transportation of spectrograms, 2025.
Research Experience
- CNRS Research Director, member of the Institut de Recherche en Informatique de Toulouse (IRIT), laureate of an ANITI Advanced Chair (2024-2028) funded by the French ANR Cluster IA program. Also a member of the SC group, ANITI, AOC, IPAL, and ELLIS.
Background
- Research interests include statistical signal processing and machine learning, with particular interests in matrix factorisation, inverse problems, source separation, and recommender systems. Involves statistical estimation, Bayesian inference, optimisation, Markov-chain Monte Carlo, variational approximations, latent variable models, independent component analysis, sparse representations, nonnegative matrix factorisation, low-rank approximations, time-frequency representations.
