Scientific results
90 documents
- Afef Awadid, Boris Robert. On assessing Ml model robustness: A methodological framework. Symposium on Scaling AI Assessments Tools, Ecosystems and Business Models (SAIA), Sep 2024, Cologne, Germany. ⟨hal-04682746⟩
- Juliette Mattioli, Dominique Tachet, Fabien Tschirhart, Henri Sohier, Loic Cantat, et al.. Leveraging Knowledge Graph to design the Machine-Learning Engineering Body-of-Knowledge. IEEE International Conference on Artificial Intelligence x Science, Engineering, and Technology (AIxSET), Sep 2024, Laguna hills, United States. ⟨hal-04706669⟩
- 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⟩
- 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⟩
- 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⟩
- 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⟩
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