Cédric Févotte
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CNRS Research Director |
Recent news
Laureate of an upcoming ANITI Advanced Chair (2024-2028), funded by the French ANR Cluster IA program.
Co-recipient of the IEEE Signal Processing Society Sustained Impact Paper Award, 2023, for our seminal work on performance measurement in blind source separation.
Coordinating a Photography & Science artist residency for LabEx CIMI and with Résidence 1+2. The artist in residency is Sidonie Ronfard, see press release for upcoming exhibition.
Neighbourhood
Member of the Signal & Communications (SC) group of IRIT
Member of ANITI (Artificial and Natural Intelligence Toulouse Institute)
Member of AOC, the machine learning group of LabEx CIMI (Centre International de Mathématiques et Informatique de Toulouse)
Member of IPAL (CNRS International Research Laboratory on Artificial Intelligence, Singapore)
Member of ELLIS (European Laboratory for Learning and Intelligent Systems)
Research interests
Statistical signal processing and machine learning, with particular interests in matrix factorisation, inverse problems, source separation and recommender systems. 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.
Publications
Contact information
Physical address: IRIT-ENSEEIHT, 2 rue Camichel, 31000 Toulouse
Office F419
Email: firstname.lastname(no accents)@irit.fr
Phone: + 33 5 34 32 22 23