Scientific results


88 documents

  • Fateh Kaakai, Paul-Marie Raffi. Towards Multi-timescale Online Monitoring of AI Models: Principles and Preliminary Results. SafeAI, AAAI’s Workshop on Artificial Intelligence Safety, Feb 2023, Washinghton, DC, United States. ⟨hal-04240929⟩
  • Fabio Arnez, Ansgar Radermacher, François Terrier. Out-of-Distribution Detection Using Deep Neural Network Latent Space Uncertainty. 37th AAAI Conference on Artificial Intelligence: SafeAI 2023 workshop, Feb 2023, Washigton, D.C., United States. ⟨hal-04486388⟩
  • Juliette Mattioli, Henri Sohier, Agnès Delaborde, Gabriel Pedroza, Kahina Amokrane, et al.. Towards a holistic approach for AI trustworthiness assessment based upon aids for multi-criteria aggregation. SafeAI 2023 - The AAAI's Workshop on Artificial Intelligence Safety, AAAI, Feb 2023, Washington, D.C., United States. ⟨hal-04086455⟩
  • Ramzi Ben Mhenni, Mohamed Ibn Khedher, Stéphane Canu. Robustness of Neural Networks Based on MIP Optimization. 2023. ⟨hal-03978730⟩
  • Flora Dellinger, Raphaël Braud, Angelique Loesch. Données sans confiance n'est que ruine de l'IA. ActuIA, 2023, pp37-39, volume 10. ⟨hal-04078658⟩
  • Stéphane Burel, Adrian Evans, Lorena Anghel. Improving DNN fault tolerance in semantic segmentation applications. IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), Oct 2022, Austin, United States. pp.1-6, ⟨10.1109/DFT56152.2022.9962354⟩. ⟨hal-03960998⟩
  • Juliette Mattioli, Agnes Delaborde, Souhaiel Khalfaoui, Freddy Lecue, Henri Sohier, et al.. Empowering the trustworthiness of ML-based critical systems through engineering activities. 2022. ⟨hal-03808323⟩
  • Michel Morvan. Towards the engineering of trustworthy AI applications for critical systems - The Confiance.ai program. 2022. ⟨hal-03798870v2⟩
  • Rodolphe Gelin, Augustin Lemesle, Hatem Hajri. Rendre une IA robuste au bruit. ActuIA, 2022, pp24-25, volume 9. ⟨hal-04078652⟩
  • Eiji Kawasaki, Markus Holzmann. Data Subsampling for Bayesian Neural Networks. 2022. ⟨hal-04234512⟩

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