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04/12/23

Defense: PhD of Ana Neacsu

Topic: Robust deep learning methods inspired from signal processing algorithms

Institutions: University Paris Saclay and Politehnica University of Bucharest

PhD advisors: Corneliu Burilineanu & Jean-Christophe Pesquet

30/01/24

Defense: PhD of Younes Belkouchi

Topic: Image biomarkers for the efficiency of immunotherapy

Institution: University Paris Saclay

PhD advisors: Nathalie Lassau & Hugues Talbot

26/01/24

Defense: PhD of Ségolène Martin

Topic: Variational methods for large scale data problems in imaging

Institution: University Paris Saclay

PhD advisors: Ismail Ben Ayed & Jean-Christophe Pesquet

03/10/23

Defense: PhD of Jean-Baptiste Fest

Topic: Stochastic Majorization-Minimization algorithms

Institution: University Paris Saclay

PhD advisor: Emilie Chouzenoux

16/06/23

Defense: PhD of Sagar Verma

Topic: Towards a new generation of lifting-based image coders using neural networks

Institution: University Paris Saclay

PhD advisors: Jean-Christophe Pesquet & Marc Castella (Telecom SudParis) & Nicolas Henwood (Schneider Electric)

04/05/23

Open position: Assistant Professor at the Department of Mathematics of CentraleSupélec, Paris-Saclay Campus / CVN Laboratory, Inria OPIS team

Domain: Artificial Intelligence

Candidate profile: PhD in applied mathematics or signal / image processing

Contact: jean-christophe.pesquet at centralesupelec.fr

06/02/23

Defense: PhD of Tasnim Dardouri

Topic: Towards a new generation of lifting-based image coders using neural networks

Institution: University Sorbonne Paris Nord

PhD advisors: Mounir Kaaniche & Gabriel Dauphin (University Sorbonne Paris Nord)

02/02/23

Defense: PhD of Surabhi Jagtap

Topic: Multilayer graph embeddings for omics data integration in bioinformatics

Institution: University Paris-Saclay

PhD advisors: Fragkiskos Malliaros & Laurent Duval (IFP Energies Nouvelles)

13/01/23

Defense: PhD of Kavya Gupta

Topic: Stability quantification of neural networks

Institution: University Paris-Saclay

PhD advisors: Jean-Christophe Pesquet & Fateh Kaakai (Thales)

23/11/22

Defense: PhD of Mario Viti

Topic: Automatic prediction of major adverse cardiovascular episodes

Institution: University Paris-Saclay

PhD advisor: Hugues Talbot

18/11/22

Defense: PhD of Marion Savanier

Topic: Fixed point methods for cone-beam CT reconstruction on interventional C-arm

Institution: University Paris-Saclay

PhD advisor: Emilie Chouzenoux

22/09/22

Defense: PhD of Yunshi Huang

Topic: Bayesian inference for image deblurring at a large scale

Institution: University Paris-Saclay

PhD advisors: Emilie Chouzenoux & Victor Elvira (University of Edinburgh)

13/06/22

Open positions: Assistant Professors at the Department of Mathematics or Computer Science of CentraleSupélec, Paris-Saclay Campus

Domain: Artificial Intelligence

Candidate profile: PhD in applied mathematics, computer science, or signal / image processing

Contact: jean-christophe.pesquet at centralesupelec.fr

11/03/22

Defense: PhD of Marvin Lerousseau

Topic: New approaches in AI-driven computational pathology for computer-aided diagnosis and prediction of therapeutic response

Institution: University Paris-Saclay

PhD advisors: Maria Vakalopoulou & Nikos Paragios (TheraPanacea)

10/02/22

Open position: Assistant Professor at the Department of Mathematics of CentraleSupélec, Paris-Saclay Campus / CVN Laboratory, Inria OPIS team

Domain: Artificial Intelligence

Candidate profile: PhD in applied mathematics, computer science, or signal / image processing

Contact: jean-christophe.pesquet at centralesupelec.fr

13/12/21

Defense: PhD of Samy Ammari

Topic: Computational medical imaging in oncology

Institution: University Paris-Saclay

PhD advisors: Corinne Balleyguier (BIOMAPS) & Emilie Chouzenoux

10/07/21

Event: Summer School on Optimization in Machine Learning and Inverse Problems

Context: TradOpt ITN

Location: CentraleSupélec (online)

Dates: 5/7/2021-9/7/2021

Contact: Emilie Chouzenoux & Jean-Christophe Pesquet

09/07/21

Event: Summer School on Artificial Intelligence

Location: CentraleSupélec (online)

Dates: 28/6/2021-2/7/2021

Contact: Fragkiskos Malliaros

21/04/21

Defense: PhD of Abdulkadir Celikkanat

Topic: Graph representation learning with random walk diffusions

Institution: University Paris-Saclay

PhD advisors: Fragkiskos Malliaros & Nikos Paragios (TheraPanacea)

10/03/21

Social news: Antonin Dutrey is born: 3.5 kg and 52 cm!

Contact: jana.dutrey at centralesupelec.fr

04/02/21

Communication: Publication of a comic strip on the Challenges of AI. Part of the story depicts OPIS.

Contact: Jérémie Dres

18/12/20

Defense: PhD of Maissa Sghaier

Topic: Clinical-task based reconstruction in Digital Breast Tomosynthesis

Institution: University Paris-Saclay

PhD advisors: Emilie Chouzenoux, Serge Muller (GE Healthcare) & Jean-Christophe Pesquet

08/12/20

Defense: PhD of Arthur Marmin

Topic: Rational models optimized exactly for solving signal processing problems

Institution: University Paris-Saclay

PhD advisors: Marc Castella, Laurent Duval (IFPEN) & Jean-Christophe Pesquet

26/11/20

Communication: Link between pseudo-inverse and the 2020 Nobel prize in Physics

Contact: jean-christophe.pesquet at centralesupelec & hugues.talbot at centralesupelec

03/10/20

Awards: Pole position on two AI challenges: Calcium scoring on CT and Lymph node segmentation on head & neck CT.

Event: Journées Françaises de Radiologie 2020

Context: Joint teams with GE Healthcare, Buc

Contact: hugues.talbot at centralesupelec.fr

29/06/20

Awards: Best paper honorable mention award

Conference: AAAI International Conference on Web and Social Media (ICWSM-2020)

Paper: Influence maximization using influence and susceptibility embeddings

Contact: fragkiskos.me at gmail.com

28/06/20

Open position: Assistant Professor in Tenure Track at the Department of Mathematics of CentraleSupélec, Paris-Saclay Campus / CVN Laboratory, Inria OPIS team

Domain: Optimization Methods for Artificial Intelligence

Candidate profile: PhD in applied mathematics or signal / image processing

Contact: jean-christophe.pesquet at centralesupelec.fr

27/06/20

Open positions: Two PhD students at the CVN Laboratory, Inria OPIS team within the TraDE-OPT ITN network

Domain: Optimization Methods for Data Science

Candidate profile: MSc in applied mathematics or machine learning, less than 12 months spent in France in the last 3 years

Contact: jean-christophe.pesquet at centralesupelec.fr