Trustworthiness measure and trade-offs (metrics, indicators ...)
AITA room
Christophe Labreuche
› Advances in Automatically Rating the Trustworthiness of Text Processing Services - Biplav Srivastava, University of South Carolina - Kausik Lakkaraju, University of South Carolina
11:00-11:30 (30min)
› An overview of key trustworthiness attributes and KPIs for trusted ML-based systems engineering - Juliette MATTIOLI, Thales SA - Henri Sohier, IRT SystemX - Agnes Delaborde, IRT SystemX, LNE - Kahina Amokrane-Ferka, IRT SystemX - Afef Awadid, IRT SystemX - Souhaiel Khalfaoui, IRT SystemX, VALEO - Gabriel Pedroza, CEA
11:30-12:00 (30min)
› Conformal Prediction for Trustworthy Detection of Railway Signals - Léo Andéol, SNCF, Institut de Mathématiques de Toulouse UMR5219
12:00-12:30 (30min)
› Gender mobility in the labor market with skills-based matching models - Ajaya Adhikari, The Netherlands Organisation for Applied Scientific Research
12:00-12:30 (30min)
› Using ScrutinAI for Visual Inspection of DNN Performance in a Medical Use Case - Rebekka Görge, Fraunhofer Institute for Intelligent Analysis and Information Systems
12:00-12:30 (30min)