Scientific results
88 documents
- Michel Morvan. Towards the engineering of trustworthy AI applications for critical systems - The Confiance.ai program - Second Edition. 2024. ⟨hal-04709737⟩
- Houssem Ouertatani, Cristian Maxim, Smail Niar, El-Ghazali Talbi. Accelerated NAS via pretrained ensembles and multi-fidelity Bayesian Optimization. 33rd International Conference on Artificial Neural Networks (ICANN), Sep 2024, Lugano, Switzerland. ⟨10.1007/978-3-031-72332-2_17⟩. ⟨hal-04611343⟩
- Baptiste Martinez, Marion Ho-Dac. Guide pratique du respect des valeurs de l’Union européenne et systèmes d’intelligence artificielle. Université d'artois. 2024. ⟨hal-04665138⟩
- Fabio Arnez, Daniel Alfonso Montoya Vasquez, Ansgar Radermacher, François Terrier. Latent Representation Entropy Density for Distribution Shift Detection. Conference on Uncertainty in Artificial Intelligence (UAI), Jul 2024, Barcelona, Spain. ⟨hal-04674980⟩
- Afef Awadid, Xavier Leroux, Boris Robert, Morayo Adedjouma, Eric Jenn. Ensuring the Reliability of AI Systems through Methodological Processes. The 24th IEEE International Conference on Software Quality, Reliability, and Security (QRS'24), Jul 2024, Cambridge (UK), United Kingdom. ⟨hal-04576362⟩
- Nicolas Maille, Kahina Amokrane-Ferka, Benoit Leblanc, Nicolas Heulot. Expérimentation de la confiance d’un utilisateur de système d’IA. Conférence Nationale en Intelligence Artificielle (CNIA-PFIA), Jul 2024, La Rochelle, France. ⟨hal-04621326⟩
- Morayo Adedjouma, Bernard Botella, Javier Ibanez-Guzman, Kevin Mantissa, Chauk-Mean Proum, et al.. Defining operational design domain for autonomous systems: A domain-agnostic and risk-based approach. SOSE 2024 - 19th Annual System of Systems Engineering Conference, Jun 2024, Tacoma, United States. ⟨hal-04613329⟩
- Adrien Le Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed. Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. Generative Models for Computer Vision Workshop, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024, Seattle, United States. pp.7569-7578, ⟨10.1109/CVPRW63382.2024.00752⟩. ⟨hal-04549384v2⟩
- Yassir Idmessaoud, Jean-Loup Farges, Eric Jenn, Vincent Mussot, Anthony Fernandes Pires, et al.. Uncertainty in Assurance Case Pattern for Machine Learning. Embedded Real Time Systems (ERTS), Jun 2024, Toulouse, France. ⟨hal-04584490⟩
- Christophe Gabreau, Marie-Charlotte Teulières, Eric Jenn, Augustin Lemesle, Dumitru Potop-Butucaru, et al.. A study of an ACAS-Xu exact implementation using ED-324/ARP6983. 12th European Congress Embedded Real Time Systems - ERTS 2024, Jun 2024, Toulouse (31000), France. ⟨hal-04584782⟩
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