Les résultats scientifiques
69 documents
- Afef Awadid, Kevin Mantissa, Xavier Leroux, Boris Robert. A Methodological Framework for Supporting the Operational Analysis of ML-Based Systems. 31st International Conference on Systems Engineering (ICSEng), Oct 2024, Warsaw (Poland), Poland. ⟨hal-04682052⟩
- Afef Awadid, Boris Robert, Dominique Tachet, Check Koutame, Juliette Mattioli. Towards Engineering Processes to Guide the Development of Trustworthy ML Systems. The IEEE International Symposium on Systems Engineering (ISSE 2024), Oct 2024, Perugia, Italy. ⟨hal-04682750⟩
- 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⟩
- 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. ⟨hal-04611343⟩
- Baptiste Martinez, Marion Ho-Dac. Guide pratique du respect des valeurs de l’Union européenne et systèmes d’intelligence artificielle : Méthodologie et documents pratiques du respect des valeurs de l’Union Européenne par les systèmes d’intelligence artificielle dès la conception et tout au long du cycle de vie. Université d'artois. 2024. ⟨hal-04665138⟩
- Evgenii Chzhen, Mohamed Hebiri, Gayane Taturyan. Regression under demographic parity constraints via unlabeled post-processing. 2024. ⟨hal-04654182⟩
- 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. QRS 2024 : The 24th IEEE International Conference on Software Quality, Reliability, and Security, 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⟩
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