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hal-03805276v1  Conference papers
Mouhcine MendilLuca MossinaMarc NabhanKevin Pasini. Robust Gas Demand Forecasting With Conformal Prediction
11th Symposium on Conformal and Probabilistic Prediction with Applications, Aug 2022, Brighton, United Kingdom
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hal-03657293v1  Conference papers
Bertrand BraunschweigRodolphe GelinFrançois Terrier. The wall of safety for AI: approaches in the confiance.ai program
Workshop on Artificial Intelligence Safety (SAFEAI), Feb 2022, virtual, Canada
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hal-03806714v1  Conference papers
Pol LabarbarieAdrien Chan-Hon-TongStéphane HerbinMilad Leyli-Abadi. Benchmarking and deeper analysis of adversarial patch attack on object detectors
Workshop Artificial Intelligence Safety - AI Safety (IJCAI-ECAI conference), Jul 2022, Vienna, Austria
hal-03797490v1  Conference papers
Adrien Le CozStéphane HerbinFaouzi Adjed. Leveraging generative models to characterize the failure conditions of image classifiers
The IJCAI-ECAI-22 Workshop on Artificial Intelligence Safety (AISafety 2022), Jul 2022, Vienna, Austria
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hal-03782513v1  Conference papers
Martin GonzalezHatem HajriLoic CantatMihaly Petreczky. Noisy Learning for Neural ODEs Acts as a Robustness Locus Widening
Workshop on Principles of Distribution Shift (PODS-ICML), Jul 2022, Baltimore, United States
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hal-02955575v1  Conference papers
Juliette MattioliFrançois TerrierLoic CantatJulien ChiaroniMichel Barreteau et al.  IA de confiance : condition nécessaire pour le déploiement de l'IA dans les systèmes de défense
APIA (Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle), PFIA, Jul 2021, Bordeaux, France