Scientific results
81 documents
- Juliette Mattioli, Xavier Le Roux, Bertrand Braunschweig, Loic Cantat, Fabien Tschirhart, et al.. AI engineering to deploy reliable AI in industry. AI4I, Sep 2023, Laguna Hill, CA, United States. ⟨hal-04224211⟩
- Adrien Le Coz, Stéphane Herbin, Faouzi Adjed. Explaining an image classifier with a generative model conditioned by uncertainty. Workshop Uncertainty meets Explainability, ECML-PKDD 2023, Sep 2023, Torino, Italy. ⟨hal-04194943v2⟩
- 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⟩
- 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⟩
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