Les résultats scientifiques



61 documents

  • 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⟩
  • 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⟩
  • 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 - CVPR 2024 Workshop, Jun 2024, Seattle, United States. ⟨hal-04549384v2⟩
  • 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⟩
  • Yassir Idmessaoud, Jean-Loup Farges, Eric Jenn, Vincent Mussot, Anthony Fernandes Pires, et al.. Uncertainty in Assurance Case Template 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⟩
  • 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⟩
  • Houssem Ouertatani, Cristian Maxim, Smail Niar, El-Ghazali Talbi. Neural Architecture Tuning: A BO-Powered NAS Tool. International Conference in Optimization and Learning (OLA), May 2024, Dubrovnik, Croatia. ⟨hal-04540630⟩