stephane puechmorel
Présentation
Currently full time teacher in mathematics at Ecole Nationale de l'Aviation Civile (ENAC), I'm in charge of the complex variable course in the first year engineer cursus and participate in measure theory course as well as stochastic processes and distributions modules in the ASNAT specialized master, pŷthon programming, numerical analysis and graph theory. I've published several articles on information geometry and differential geometry.
Publications
Publications
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Adversarial attacks on neural networks through canonical Riemannian foliationsMachine Learning, 2024, 113, pp.8655-8686. ⟨10.1007/s10994-024-06624-w⟩ |
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Cartan moving frames and the data manifoldsinformation geometry, 2024, 7 (Suppl 2), pp. 883-912. ⟨10.1007/s41884-024-00159-8⟩ |
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Pullback bundles and the geometry of learningEntropy, 2023 |
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From Dual Connections to Almost Contact StructuresMathematics , 2022, ⟨10.3390/math10203822⟩ |
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Regression on a Lie group with any connection55èmes Journées de Statistiques, Société Française de Statistique (Sfds); Université de Bordeaux, May 2024, Bordeaux (France), France |
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Régression géodésique dans SE(3) : application à l'estimation de la position d'un mobile54es Journées de Statistique, Société Française de Statistique (Sfds), Jul 2023, Bruxelles (Belgique), Belgique |
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Spectral sequences arising from the gauge equation2024 |