Scholar
Florence d'Alché-Buc
Google Scholar ID: -qbL7z0AAAAJ
Télécom Paris, Institut Polytechnique de Paris
Citations & Impact
Citations
2,660
H-index
25
i10-index
48
Publications
20
Co-authors
45
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Associate Editor of IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) (currently on break)
- Action Editor for Journal of Machine Learning Research (JMLR)
- Member of INRA Evaluation Committee since October 2023
- Senior Area Chair for ICML 2023, 2022 and NeurIPS 2023, 2022, 2021
- Co-program Chair at NeurIPS 2019; Senior Area Chair at NeurIPS 2018
- Member of the Advisory Board of IVADO (Montreal, Canada)
- Multiple papers accepted at top venues: NeurIPS 2024 (Any2Graph), ICLR 2025, ECML/PKDD 2024, AISTATS 2024, IEEE TASLP, TMLR, etc.
- Keynote speaker at SCEFA workshop (ECML/PKDD 2023, Turin)
- Keynote at Trilateral AI Conference 2024 (Tokyo)
Research Experience
- Full Professor at Télécom Paris (IMT), Institut Polytechnique de Paris; member of LTCI, Dept Image Data and Signal, S2A Team
- Head of the Image, Data and Signal Department at Télécom Paris (Sep 2021 – Oct 2023)
- Head of DigiCosme, the ANR Excellence Laboratory in Computer Science of Paris-Saclay University (2017–2019)
- Holder of the Télécom Paris Chair on 'Data Science and Artificial Intelligence for digitalised industry and services' (2019–2023), funded by Airbus Defense and Space, ENGIE, IDEMIA, SAFRAN, VALEO
- Holder of a Simons Chair at Isaac Newton Institute, Cambridge, UK (May 5 – June 30, 2025); co-organizing the thematic programme 'Representing, Calibrating and leveraging predictive uncertainty: from statistics to machine learning'
- ELLIS Fellow and member of the ELLIS Board; in charge of the ELLIS PhD programme
