DESTERCKE Sébastien

Research Fellow
[email protected]
https://www.hds.utc.fr/~sdesterc/dokuwiki/
CNRS
Heudiasyc (UMR 7253)

Expertise

Discover the specialized technical skills and disciplinary affiliations of our members, who represent the federated communities of the Arts & Humanities, Science & Engineering, and Medicine within the Sorbonne University Alliance.

Communities
Mathematics, Computer Science & Robotics
Skills
Data analysis, Data fusion, Decision making, Generative models, Machine learning, Mathematical models, Pattern recognition, Problem solving, Statistical learning

Activities

Overview the professional milestones, academic responsibilities, and international collaborations that drive our center’s double ambition to excel in both research and education.

Responsibilities

Responsible of Axis 2 (uncertainty management) of LABEX MS2T // head of AI Heudiasyc team (CID)

Awards

Best paper at the COPA 2020 conference, for "Conformal multi-target regression using neural networks" with S. Messoudi and S. Rousseau

Best poster at the ISIPTA 2019 conference, for "A Unifying Frame for Neighbourhood and Distortion Models" with I. Montes and E. Miranda

Best paper at the BELIEF 2016 conference, for " Idempotent Conjunctive Combination of Belief Functions by Distance Minimization" with J. Klein and O. Colot

Best paper at the SMPS 2016 conference, for "Technical Gestures Recognition by Set-Valued Hidden Markov Models with Prior Knowledge" with Y. Soullard and A. Antonucci

Selected publications

- I. Montes, E. Miranda, S. Destercke. Unifying neighbourhood and distortion models: part I - new results on old models. International Journal of General Systems, Taylor & Francis, 2020, 49 (6), pp.602-635.

- I. Montes, E. Miranda, S. Destercke. Unifying neighbourhood and distortion models: part II - new models and synthesis. International Journal of General Systems, Taylor & Francis, 2020, 49 (6), pp.636-674.

- I. Montes, E. Miranda, S. Destercke. Pari-mutuel probabilities as an uncertainty model. Information Sciences, Elsevier, 2019, 481, pp.550-573.

- S. Destercke, F. Pichon, J. Klein. From set relations to belief function relations. International Journal of Approximate Reasoning, Elsevier, 2019, 110, pp.46-63.

International collaborations

University of Oviedo (Spain), Durham University (UK), Paderborn University (Germany)

Industrial collaborations

Sopra Steria