Les résultats scientifiques
79 documents
- Abdelmouaiz Tebjou, Goran Frehse, Faïcel Chamroukhi. Data-driven Reachability using Christoffel Functions and Conformal Prediction. The 12th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), Sep 2023, Limassol, Cyprus. ⟨hal-04095745⟩
- Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski. Deriving Explanations for Decision Trees: The Impact of Domain Theories. 2023. ⟨hal-04176274⟩
- Antonin Poché, Lucas Hervier, Mohamed-Chafik Bakkay. Natural Example-Based Explainability: a Survey. World Conference on eXplainable Artificial Intelligence, Jul 2023, Lisbon, Portugal. ⟨hal-04117520v2⟩
- Juliette Mattioli, Bertrand Braunschweig. AITA: AI trustworthiness assessment. AI magazine, 2023, 1-2, ⟨10.1002/aaai.12096⟩. ⟨hal-04129465⟩
- Houssem Ouertatani, Cristian Maxim, Smail Niar, El-Ghazali Talbi. Bayesian optimization for NAS with pretrained deep ensembles. International Conference in Optimization and Learning (OLA), May 2023, Malaga, Spain. ⟨hal-04076075⟩
- Juliette Mattioli, Henri Sohier, Agnès Delaborde, Kahina Amokrane, Afef Awadid, et al.. An overview of key trustworthiness attributes and KPIs for trusted ML-based systems engineering. Workshop AITA AI Trustworthiness Assessment - AAAI Spring Symposium, Mar 2023, Palo Alto (Californie), United States. ⟨hal-04264027⟩
- Eliott Py, Elies Gherbi, Nelson Fernandez Pinto, Martin Gonzalez, Hatem Hajri. Real-time Weather Monitoring and Desnowification through Image Purification. Workshop AITA AI Trustworthiness Assessment - AAAI Spring Symposium, Mar 2023, San Francisco, CA, United States. ⟨hal-03970670⟩
- Katarzyna Kapusta, Lucas Mattioli, Boussad Addad, Mohammed Lansari. Protecting ownership rights of ML models using watermarking in the light of adversarial attacks. Workshop AITA AI Trustworthiness Assessment - AAAI Spring Symposium, Mar 2023, Palo Alto (Californie), United States. ⟨hal-04264033⟩
- Christophe Gouguenheim, Ahmad Berjaoui. Neighborhood Sampling Confidence Metric for Object Detection. Workshop AITA AI Trustworthiness Assessment - AAAI Spring Symposium, Mar 2023, Palo Alto CA, United States. ⟨hal-04264020⟩
- Patrice Aknin, Bertrand Braunschweig, Loic Cantat, Faïcel Chamroukhi, Georges Hebrail, et al.. Confiance.ai Days 2022. Booklet of articles & posters. 2023. ⟨hal-04024209⟩
Documents récupérés de l'archive ouverte HAL 
