Welcome

I am a second-year Ph.D student within the SC team of IRIT, the computer science research institute of Toulouse. I work under the supervision of Cédric Févotte, Édouard Pauwels and Jérôme Bolte. I am a member of the FACTORY project.

I was previously a six-month intern at ITAV under the supervision of Pierre Weiss and Frédéric de Gournay where I was working on Semi-infinite Programming and Inverse Problems. I both graduated from INSA Toulouse and Université Paul Sabatier where I obtained master's degrees respectively in "Applied Mathematics and Modeling" and "Applied Mathematics, major: Partial Differential Equations".

My research focuses on optimization algorithms and their applications in Deep Learning and Machine Learning models. I also spend a reduced amount of time giving tutorials and practicals at INP ENSEEIHT where I teach Probabilities, Statistics and Integration Theory to master students.

Research Interests

Recent Work

C. Castera, J. Bolte, C. Févotte, E. Pauwels

"An Inertial Newton Algorithm for Deep Learning"
Submitted at Neural Information Processing Systems (NeurIPS) 2019.

Contact

E-mail adress:

[firstname].[lastname]@irit.fr

Physical address:

INP-ENSEEIHT, Office F418
2 rue Charles Camichel
Toulouse 31000, France