Scientific results
86 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⟩
- 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⟩
- Juliette Mattioli, Martin Gonzalez, Lucas Mattioli, Karla Quintero, Henri Sohier. Leveraging Tropical Algebra to Assess Trustworthy AI. AI Trustworthiness and Risk Assessment for Challenged Contexts workshop (ATRACC). AAAI Fall Symposium, Nov 2024, Arlington, United States. ⟨hal-04726695⟩
Powered by HAL 