Cédric Févotte
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CNRS Research Director |
Postdoc opening
Two-years postdoc position on audio signal interpolation with optimal transport, co-supervised with Elsa Cazelles.
Recent news
ANITI-PRAIRIE Workshop on Optimisation and Machine Learning, Toulouse, 26-27 June, 2023.
ICASSP tutorial Recent advances in nonnegative matrix factorization, with Vincent F. Tan (slides), 2022.
Two experimental computer-generated movies presented at the video art festival Traverse, Toulouse, 2022.
Elevated to IEEE Fellow, for contributions to nonnegative matrix factorization, source separation, and spectral unmixing, 2022.
Neighbourhood
Member of the Signal & Communications (SC) group of IRIT
Member of AOC, the machine learning group of Labex CIMI (Centre International de Mathématiques et Informatique de Toulouse)
Member of ANITI (Artificial and Natural Intelligence Toulouse Institute)
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, representation learning, source separation and recommender systems. Statistical estimation, Bayesian inference, optimisation, Markov-chain Monte Carlo, variational approximations, latent variable models, independent component analysis, sparse component analysis, 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