Scientific results
81 documents
- Frédéric Chazal, Clément Levrard, Martin Royer. Topological Analysis for Detecting Anomalies (TADA) in Time Series. Journal of Machine Learning Research, In press. ⟨hal-04604083⟩
- 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⟩
- 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⟩
- Sabrina Chaouche, Yoann Randon, Faouzi Adjed, Nadira Boudjani, Mohamed Ibn Khedher. DQM: Data Quality Metrics for AI components in the industry. AI Trustworthiness and Risk Assessment for Challenged Contexts workshop (ATRACC). AAAI Fall symposium, Nov 2024, Arlington, United States. ⟨hal-04719346⟩
- 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⟩
- Mohammed Lansari, Lucas Mattioli, Boussad Addad, Paul-Marie Raffi, Katarzyna Kapusta, et al.. A Black-Box Watermarking Modulation for Object Detection Models. AI Trustworthiness and Risk Assessment for Challenged Contexts workshop (ATRACC). AAAI 2024 Fall Symposium, Nov 2024, Arlington, United States. ⟨hal-04726701⟩
- Afef Awadid, Kevin Mantissa, Xavier Leroux, Boris Robert. A Methodological Framework for Supporting the Operational Analysis of ML-Based Systems. 31st International Conference on Systems Engineering (ICSEng), Oct 2024, Warsaw (Poland), Poland. ⟨hal-04682052⟩
- Afef Awadid, Boris Robert, Dominique Tachet, Check Koutame, Juliette Mattioli. Towards Engineering Processes to Guide the Development of Trustworthy ML Systems. The IEEE International Symposium on Systems Engineering (ISSE 2024), Oct 2024, Perugia, Italy. ⟨hal-04682750⟩
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