arXiv AI By Louis Peter, Nils Gumpfer, Jana Fischer, Christin Seifert, Jennifer Hannig

Software Frameworks for Explainable AI in Time Series Classification: A Systematic Review

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arXiv AI
Jul 17

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods

arXiv:2607. 14123v1 Announce Type: cross Abstract: Despite the proliferation of Explainable AI (XAI) techniques -- from feature attributions to sparse autoencoders -- explanations rarely influence real-world workflows.

By Michal Moshkovitz, Suraj Srinivas, Lesia Semenova, Nave Frost, Cyrus Rashtchian, Valentyn Boreiko, Shichang Zhang, Himabindu Lakkaraju, Cynthia Rudin, Jennifer Wortman Vaughan