Les résultats scientifiques
52 documents
- 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⟩
- Michaël Adalbert, Thomas Carle, Christine Rochange. PasTiS: building an NVIDIA Pascal GPU simulator for embedded AI applications. 11th European Congress on Embedded Real-Time Systems (ERTS 2022), 3AF Midi-Pyrénées: the French Society of Aeronautic and Aerospace; SEE : the French Society for Electricity, Electronics, and Information & Communication Technologies, Jun 2022, Toulouse, France. ⟨hal-03684680⟩
- Juliette Mattioli, Gabriel Pedroza, Souhaiel Khalfaoui, Bertrand Leroy. Combining Data-Driven and Knowledge-Based AI Paradigms for Engineering AI-Based Safety-Critical Systems. Workshop on Artificial Intelligence Safety (SafeAI), Feb 2022, virtual, Canada. ⟨hal-03622260⟩
- Bertrand Braunschweig, Rodolphe Gelin, François Terrier. The wall of safety for AI: approaches in the confiance.ai program. Workshop on Artificial Intelligence Safety (SAFEAI), Feb 2022, virtual, Canada. ⟨hal-03657293⟩
- Hatem Hajri, Manon Cesaire, Lucas Schott, Sylvain Lamprier, Patrick Gallinari. Neural Adversarial Attacks with Random Noises. International Journal on Artificial Intelligence Tools, 2022, ⟨10.1142/S0218213023600102⟩. ⟨hal-03878176⟩
- Julien Chiaroni, Sonja Zillner, Natalie Bertels, Patrick Bezombes, Yannick Bonhomme, et al.. Franco-German position paper on "Speeding up industrial AI and trustworthiness". 2021. ⟨hal-03488324⟩
Documents récupérés de l'archive ouverte HAL 
