Scientific results
81 documents
- Clément Arlotti, Nicolas Heulot. A semiotic-based framework to assess mental models of XAI systems. HyCHA 2024 Hybridation Connaissances, Humain et Apprentissage Statistique, Mar 2024, Gif-sur-Yvette, France. ⟨hal-04520749⟩
- Ramzi Ben Mhenni, Mohamed Ibn Khedher, Stéphane Canu. Sparse and invisible adversarial attacks using MIP Optimization. 2024. ⟨hal-04519890⟩
- Tom Mansion, Raphaël Braud, Ahmed Amrani, Sabrina Chaouche, Faouzi Adjed, et al.. DebiAI: Open-Source Toolkit for Data Analysis, Visualisation and Evaluation in Machine Learning. 20th International Conference on Autonomic and Autonomous Systems (ICAS), Mar 2024, Athena, Greece. ⟨hal-04446930⟩
- Lucas Schott, Josephine Delas, Hatem Hajri, Elies Gherbi, Reda Yaich, et al.. Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey. 2024. ⟨hal-04521876⟩
- Afef Awadid, Kahina Amokrane-Ferka, Henri Sohier, Juliette Mattioli, Faouzi Adjed, et al.. AI Systems Trustworthiness Assessment: State of the Art. Workshop on Model-based System Engineering and Artificial Intelligence - MBSE-AI Integration 2024, Feb 2024, Rome, Italy. ⟨hal-04400795⟩
- Afef Awadid, Boris Robert, Benoît Langlois. MBSE to Support Engineering of Trustworthy AI-Based Critical Systems. 12th International Conference on Model-Based Software and Systems Engineering, Feb 2024, Rome, Italy. ⟨hal-04400702⟩
- Martin Gonzalez, Nelson Fernandez, Thuy Tran, Elies Gherbi, Hatem Hajri, et al.. SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models. NEURIPS, Dec 2023, La Nouvelle Orléans, United States. ⟨10.48550/arXiv.2305.14267⟩. ⟨hal-04240306⟩
- Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi. Carpet-bombing patch: attacking a deep network without usual requirements. 2023. ⟨hal-04264001⟩
- Baudouin Naline, Sandra Garcia-Rodriguez, Karine Zeitouni. STREAMER 3.0: Towards Online Monitoring and Distributed Learning. CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management, Oct 2023, Birmingham, United Kingdom. pp.5076-5080, ⟨10.1145/3583780.3614755⟩. ⟨hal-04263995⟩
- Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski. On Contrastive Explanations for Tree-Based Classifiers. The 26th European Conference on Artificial Intelligence (ECAI'23), Sep 2023, Cracovie, Poland. ⟨10.3233/FAIA230261⟩. ⟨hal-04236302⟩
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