Clément Hardy
About
I obtained my PhD in mathematics in 2023. My supervisors were Cristina Butucea (CREST), Jean-François Delmas (CERMICS) and Anne Dutfoy (EDF). My thesis was the result of a collaboration between CERMICS (Ecole des Ponts), CREST (ENSAE) and EDF R&D. At EDF, I was part of the department of probabilistic studies for nuclear safety and systems reliability. My thesis manuscript is available here.
Research interests
High dimensional statistical models
Inverse problems
Gridless numerical methods
Papers
Off-the-grid prediction and testing for mixtures of translated features; with C. Butucea, J.-F. Delmas and A. Dutfoy | [PDF].
Simultaneous off-the-grid learning of mixtures issued from a continuous dictionary
; with C. Butucea, J.-F. Delmas and A. Dutfoy | (to appear in Bernoulli Journal) [PDF].
Off-the-grid learning of sparse mixtures from a continuous dictionary; with C. Butucea, J.-F. Delmas and A. Dutfoy | [PDF].
Conference papers
Modeling infra-red spectra: an algorithm for an automatic and simultaneous analysis. In Proceedings of the 31st European Safety and Reliability Conference; doi: 10.3850/978-981-18-2016-8_732-cd; with C. Butucea, J.-F. Delmas and A. Dutfoy | [PDF] .
Talks
Workshop on off-the-grid methods for optimization and inverse problems| November 2023, IHP Paris| [slides].
Workshop on random matrix theory and high dimensional statistics for complex system | September 2023, Luxembourg| [diapos].
Soutenance de thèse | février 2023, Champs-sur-Marne| [diapos].
Research School on Uncertainty in Scientific Computing |october, 2022 Corse|.
International conference on computational and methodological statistics (CMStatistics) |December, 2021 London|.
Colloque jeunes probabilistes et statisticiens | octobre 2021, Oléron | [diapos].
31st European Safety and Reliability Conference | 19-23 September 2021, Angers | [slides].
