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projects
As Principal Investigator
U3D
- Details: 2 years (2022-2023), Multi-disciplinary MITI project, 15K€
- Role: Principal investigator
- Topic: Uncertainty in 3D surface modelling
- Partners: Roman Malinowski (CNES/CS Group), Loic Dumas (CS group), Emmanuel Dubois (CNES), Emmanuelle Sarrazin (CNES)
SAFE AI Chair
- Website: SAFE AI
- Details: 5 years (2022-2026), Fondation partenariale UTC (840 K€) + SCAI (50 K€)
- Role: Chair/principal investigator
- Topic: Ensuring safer and more robust AI systems
- Current partners: 5 UTC laboratories (Heudiasyc, LMAC, Roberval, BMBI, Avenues) + Lip6
Graphite
- Details: 1 year (2021), INS2I CNRS project, 15K€
- Role: Principal investigator
- Topic: Robust inferences in graphs
- Partners: Michael Poss (LIRMM), Frédéric Pichon (LGI2A)
Action Enseignement et Innovation
- Details: 4 year (2018-2022), Fondation Universitaire, UTC, 250K€
- Role: Principal investigator
- Topic: Robust learning with application to real estate management
- Partners: SOPRA/STERIA
PreServe
- Website: Preserve
- Details: 4 year (2019-2023), ANR project, 275 K€
- Role: Principal investigator
- Topic: Preference learning under severe uncertainties
- Partners: Sorbonne Université - LIP6, Paderborn University
PULP
- Details: 1 year (2018), PEPS CNRS project, 15K€
- Role: Principal investigator
- Topic: Preference learning under severe uncertainties
- Partners: Sorbonne Université - LIP6, Ecole Centrale - LGI
UML-NET
- Details: 2 years (2015-2017), ANR network grant, 50K€
- Role: Principal investigator
- Topic: Network on Uncertainty in Machine Learning
- First workshop: WUML 2015
- Second workshop: WUML/WPMSIIP 2017
- Third workshop: WUML 2020 at ECML
- Fourth workshop: WUML 2021 at UTC
ORUs team: Reliability, Optimisation and Uncertainties
As Members
ERARE
- Details: 4 years (2026-2030), ANR project (550K€)
- Role: Task leader
- Topic: develop robust and frugal explanation methods for learning tasks, with application to streaming data
- Partners: CRIL - Université d'Artois (PI), MICS - Centrale Supelec, Kapsdata
DMC
- Details: 4 years (2025-2029), JCJC ANR project led by C. Gilet (250K€)
- Role: Project member
- Topic: developing discrete minimax classifiers for complex learning problems (multi-label, coavariate shift)
ITS-STORY
- Details: 4 years (2025-2029), ANR project (500K€)
- Role: Project member
- Topic: work of memory/remembrance through AR (augmented reality) within the Compiègne WW2 memorial
- Partners: Compiègne memorial, Université Paris 1
CAP "AI for risk management and safe industry"
- Details: 5 years (2025-2030), within Sorbonne AI cluster (35M€)
- Role: Project member
- Topic: building safe AI systems for industry and risk management
- Partners: LIP6, Heudiasyc, CNAM, OPmobility, Renault, Sector, AXA
HOUSES
- Website: HOUSES
- Details: 4 years (2022-2026), ANR PRC project, 600K€
- Role: Work Package responsible
- Topic: Harmonized Operation of Uncertainties in Spatialized Environmental Systems
- Partners: BRGM, ARMINES, IRIT, HESUS
KIVA
- Details: 4 years (2013-2017), Picardie Region Industrilab project
- Role: Gesture recognition task leader
- Topic: Training in 3D virtual environment
LABEX MS2T
- Details: 10 years (2011-2021), ANR laboratory of excellence grant (~6.5M euros)
- Role: Member (2012-2014), Scientific responsible of axis 2: uncertainty management since 2014, Head of ORUs team (see below)
- Topic: Technological Systems Of Systems (SoSe)
- Link:LABEX MS2T
RECIF
- Details: 3 years (2014-2017), member, ANR national grant (~150K euros)
- Role: Task 2 leader (Expert opinion elicitation), Task 1 member
- Topic: Uncertainty modelling by belief functions for railway systems reliability assessment
- Partners:Heudiasyc (France)
EVEREST
ECOBIOCAP
- Details: 4 years (2011-2015), FP7 European grant (~4MK euros)
- Role: member
- Topic: Ecoefficient Biodegradable Composite Advanced Packagings
- Partners: IVV (Germany), UCC (Ireland), SIK (Sweden), NBM (Spain), CSIC (Spain), INRA (France), FUERST-PLAST (France), FEDOU (France), ALTERBIO (France), UMINHO (Portugal), IBET (Portugal), UNIROMA (Italy), NOVAMONT (Italy), UNIBO (Italy), CBHU (Hungary)
- Link:EcoBioCap
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