Scientific results
88 documents
- Martin Gonzalez, Thibault Defourneau, Hatem Hajri, Mihaly Petreczky. Realization Theory Of Recurrent Neural ODEs Using Polynomial System Embeddings. 2022. ⟨hal-03782520⟩
- Mouhcine Mendil, Luca Mossina, Marc Nabhan, Kevin Pasini. Robust Gas Demand Forecasting With Conformal Prediction. 11th Symposium on Conformal and Probabilistic Prediction with Applications, Aug 2022, Brighton, United Kingdom. ⟨hal-03805276⟩
- Adrien Le Coz, Stéphane Herbin, Faouzi 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, Vienne, Austria. ⟨hal-03797490v2⟩
- Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi. Benchmarking and deeper analysis of adversarial patch attack on object detectors. Workshop Artificial Intelligence Safety - AI Safety (IJCAI-ECAI conference), Jul 2022, Vienne, Austria. ⟨hal-03806714⟩
- Julien Girard-Satabin, Michele Alberti, François Bobot, Zakaria Chihani, Augustin Lemesle. CAISAR: A platform for Characterizing Artificial Intelligence Safety and Robustness. AISafety, Jul 2022, Vienne, Austria. ⟨hal-03687211v2⟩
- Pol Labarbarie, Hatem Hajri, Marc Arnaudon. Riemannian data-dependent randomized smoothing for neural networks certification. New Frontiers in Adversarial Machine Learning in theThirty-ninth International Conference on Machine Learning (ICML), Jul 2022, Baltimore (MA), United States. ⟨hal-04264005⟩
- Martin Gonzalez, Hatem Hajri, Loic Cantat, Mihaly 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. ⟨hal-03782513⟩
- Juliette Mattioli, Bertrand Braunschweig, Loic Cantat, Rodolphe Gelin, Frédéric Jurie, et al.. Garantir la confiance des systèmes critiques à base d’apprentissage machine grâce à l’ingénierie. ActuIA, 2022, pp15-17, volume 8. ⟨hal-04078646⟩
- Yann Ferguson, Charly Pecoste. L’IA au travail: propositions pour outiller la confiance. Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle (APIA-PFIA), Jun 2022, Saint Etienne, France. ⟨hal-03796032⟩
- Morayo Adedjouma, Christophe Alix, Loic Cantat, Eric Jenn, Juliette Mattioli, et al.. Engineering Dependable AI Systems. 17th Annual System of Systems Engineering Conference (SOSE), IEEE, Jun 2022, Rochester, United States. ⟨hal-03700300⟩
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