Robustness Testing of Machine Learning Families using Instance-Level IRT-Difficulty

Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, María José Ramírez-Quintana. Robustness Testing of Machine Learning Families using Instance-Level IRT-Difficulty. In José Hernández-Orallo, Lucy Cheke, Joshua Tenebaum, Tomer D. Ullman, Fernando Martínez-Plumed, Danaja Rutar, John Burden, Ryan Burnell, Wout Schellaert, editors, Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, Austria, July 25th, 2022. Volume 3169 of CEUR Workshop Proceedings, CEUR-WS.org, 2022. [doi]

Abstract

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