Biography
My research interests include Statistics, Information Theory, Machine Learning, Probability, and Algorithms
Interests
- Concentration inequalities
- Complex networks
- Extreme values
- Information theory
- Machine learning
Education
-
Habilitation à diriger des recherches in Computer Science, 2002
Université Paris-Sud (Paris 11, now Paris-Saclay)
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Doctorat in Computer Science, 1988
Université de Montpellier
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DEA (Master) in Pharmacology, 1984
Université Pierre et Marie Curie (now Sorbonne Université)
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Maîtrise in Biochemistry, 1983
Université Pierre et Marie Curie (now Sorbonne Université)
Skills
Computing
R
Python
Data Science
SQL
Maths
Statistics
Concentration theory
Extreme values
Big data
Dask
Spark
Kafka
Experience
Engineer
Alcatel-Alsthom
R and D, on OOL, Telecommunications, Multi-Agents systems Responsibilities include:
- Analysing
- Modelling
- Coding
Researcher
Themes include:
- Statistical Learning
- Telecommunications
- Random graphs
- Information theory
Professor
Taught:
- statistics,
- probability,
- numerical analysis,
- algorithms and databases
Duties
Asociate editor
Asociate editor
Membre du Conseil Scientifique
Publications
Quickly discover relevant content by filtering publications.
(2022).
Topics in Statistical Learning Theory.
Panoramas et Synthèses.
(2017).
Concentration inequalities in the infinite urn scheme foroccupancy counts and the missing mass, with applications.
Bernoulli.
(2017).
Discussion of ``Concentration for (regularized) empiricalrisk minimization'' by Sara van de Geer and MartinWainwright [ MR3707417].
Sankhya A.
(2016).
Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition..
(2015).
About adaptive coding on countable alphabets: max-stableenvelope classes.
IEEE Trans. Inform. Theory.
Popular Topics
Contact
- 8, place Aurélie Nemours, Paris, CA 75013
- Enter Building and take the stairs/lift to Office 5013 on Floor 5