Scientific results
81 documents
- Kévin Pasini, Marc Nabhan, Clément Arlotti, M Leyli-Abadi, Johanna Baro. Evaluation methodology for disentangled uncertainty quantification on regression models. 32th European Symposium on Artificial Neural Networks (ESANN), Oct 2024, Bruges, Belgium. ⟨hal-04667732⟩
- Jérémie Bottieau, Gilles Audemard, Steve Bellart, J-M. Lagniez, P. Marquis, et al.. Logic-based explanations of imbalance price forecasts using boosted trees. Electric Power Systems Research, 2024, 235, pp.110699. ⟨10.1016/j.epsr.2024.110699⟩. ⟨hal-04655469⟩
- 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 AI x Science, Technology, and Technology (AIxSET), Sep 2024, Laguna hills, United States. ⟨hal-04706669⟩
- 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⟩
- 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. ⟨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. QRS 2024 : The 24th IEEE International Conference on Software Quality, Reliability, and Security, Jul 2024, Cambridge (UK), United Kingdom. ⟨hal-04576362⟩
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