Scientific results
85 documents
- 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⟩
- 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⟩
- 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⟩
- Vincent Mussot, Eric Jenn, Florent Chenevier, Ramon Conejo Laguna, Yassir Id Messaoud, et al.. Assurance Cases to face the complexity of ML-based systems verification. Embedded Real Time System Congress, ERTS'24, Jun 2024, Toulouse, France. ⟨hal-04588599⟩
- Eric Jenn, Floris Thiant, Theo Allouche, Halima Bouzidi, Ramon Conejo-Laguna, et al.. An Evaluation Bench for the Exploration of Machine Learning Deployment Solutions on Embedded Platforms. 12th European Congress Embedded Real Time Systems - ERTS 2024, Jun 2024, Toulouse (31000), France. ⟨hal-04584735⟩
- Rodolphe Gelin. Confiance.ai program software engineering for a trusworthy AI. Producing Artificial Intelligent Systems, 1150, Springer Nature, pp.11-29, 2024, Studies in Computational Intelligence, ⟨10.1007/978-3-031-55817-7_2⟩. ⟨hal-04673313⟩
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