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Postdoctorant en informatique spécialisé en analyse des erreurs numériques dans les réseaux de neurones artificiels.
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Deterministic and probabilistic rounding error analysis of neural networks in floating-point arithmeticIMA Journal of Numerical Analysis, In press
Article dans une revue
hal-04663142
v2
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Method for training an artificial intelligence model and associated computer programUnited States, Patent n° : US20250232224A1. 2025
Brevet
hal-05219822
v1
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Method, computer program and device for quantizing a deep neural networkUnited States, Patent n° : US 2023/0334301. 2023
Brevet
hal-04268862
v1
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Backward error analysis of artificial neural networks with applications to floating-point computations and adversarial attacksComputer Science [cs]. Université de Toulouse, 2024. English. ⟨NNT : 2024TLSEP054⟩
Thèse
tel-04622129
v1
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Adversarial attacks via Sequential Quadratic Programming2022
Pré-publication, Document de travail
hal-03752184
v1
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Adversarial attacks via backward error analysis2021
Pré-publication, Document de travail
hal-03296180
v3
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