Scientific results
87 documents
- Henri Sohier, Jean-Philippe Faure, Sebastian Hallensleben, Philippe Streiff, Stephen Creff, et al.. The Engineering of AI Evaluation and Scoring: Overview and Insights. 2025 IEEE International Systems Conference (SysCon), Apr 2025, Montreal, Canada. ⟨hal-04977577⟩
- Afef Awadid, André Meyer-Vitali, Dominik Vereno, Maxence Gagnant. RITSA: Toward a Retrieval-Augmented Generation System for Intelligent Transportation Systems Architecture. 2nd Workshop on Model-based System Engineering and Artificial Intelligence - MBSE-AI Integration. Modelsward'2025, Feb 2025, Porto, Portugal. ⟨hal-04900918⟩
- Adrien Le Coz. Characterization of a Reliability Domain for Image Classifiers. Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG109⟩. ⟨tel-04890515⟩
- Pol Labarbarie. Transferable adversarial patches : a potential threat for real-world computer vision algorithms. Computation and Language [cs.CL]. Université Paris-Saclay, 2024. English. ⟨NNT : 2024UPASG084⟩. ⟨tel-04952439⟩
- Mohammed Lansari, Lucas Mattioli, Boussad Addad, Paul-Marie Raffi, Martin Gonzalez, et al.. A Black-Box Watermarking Modulation for Semantic Segmentation Models. 2nd Workshop on Regulatable Machine Learning at the 38th Conference on Neural Information Processing Systems (Neurips), Dec 2024, Vancouver (Canada), Canada. ⟨hal-04731376⟩
- Adrien Le Coz, Stéphane Herbin, Faouzi Adjed. Confidence Calibration of Classifiers with Many Classes. NeurIPS 2024, Dec 2024, Vancouver, Canada. ⟨hal-04767144⟩
- Evgenii Chzhen, Mohamed Hebiri, Gayane Taturyan. Regression under demographic parity constraints via unlabeled post-processing. NeurIPS 2024, Dec 2024, Vancouver, Canada. ⟨hal-04654182v2⟩
- Frédéric Chazal, Clément Levrard, Martin Royer. Topological Analysis for Detecting Anomalies (TADA) in dependent sequences: application to Time Series. Journal of Machine Learning Research, 2024, 25, pp.1-49. ⟨hal-04604083v2⟩
- Juliette Mattioli, Afef Awadid, Henri Sohier, Kahina Amokrane-Ferka, Faouzi Adjed, et al.. Trustworthy ML Assessment methodology. 4th International Congress on AI ML, Data Science, and Robotics, Nov 2024, Porto, Portugal. ⟨hal-04813492⟩
- Juliette Mattioli, Dominique Tachet, Fabien Tschirhart, Henri Sohier, Loic Cantat, et al.. ML System engineering supported by a body of knowledge. 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (KMIS), Nov 2024, Porto (Portugal), France. ⟨hal-04725316⟩
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