Christophe Kervazo

Job offers:

• PhD (CIFRE at EcaGroup) : target reconstruction in synthetic aperture sonar (full subject here)

• PhD (with ONERA) : Optimisation robuste du choix de bandes spectrales pour la détection d'anomalies (sujet ici). Thèse réalisée à l'ONERA, en collaboration avec Sidonie Lefebvre.

• Internship (M2, 6 months) : Contrastive learning for hyperspectral unmixing (sujet ici)

About me

I received Supélec (France) engineering degree in 2015, and the master of science in Electrical and Computer Engineering from Georgia Institute of Technology (USA) in 2016. From 2016 to 2019, I was a PhD student in the CosmoStat group at CEA Saclay (France), where I worked on the optimization framework for sparse blind source separation, as well as non-linear component separation. I then went for one year in Mons (Belgium) where I worked, as a post-doctoral researcher, on the extension of Nonnegative Matrix Factorization to Linear-Quadratic mixture unmixing.

I am currently an Assistant Professor (maître de conférences) at Télécom Paris (France), in the IMAGES group.

Research interests

• Deep learning for inverse problems (including deep unrolling techniques)

• Remote sensing (hyperspectral imaging and synthetic aperture radar)

• Sparse Blind Source Separation and (provably robust) Nonnegative Matrix Factorization

• Uncertainty quantification

• Optimization: hyper-parameter choice and scalable multi-convex optimization

• Non-linear component separation methods

Contact

Télécom ParisTech,

19 Place Marguerite Perey, 91120 Palaiseau (France)

christophe.kervazo@telecom-paris.fr