Post-hoc Saliency Methods Fail to Capture Latent Feature Importance in Time Series Data

Maresa Schröder, Alireza Zamanian, Narges Ahmidi. Post-hoc Saliency Methods Fail to Capture Latent Feature Importance in Time Series Data. In Hao Chen 0011, Luyang Luo, editors, Trustworthy Machine Learning for Healthcare - First International Workshop, TML4H 2023, Virtual Event, May 4, 2023, Proceedings. Volume 13932 of Lecture Notes in Computer Science, pages 106-121, Springer, 2023. [doi]

Abstract

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