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Learnable Time-Frequency Masks for Explaining Time-Series Classifiers

Frehr, Theresa Dahl et al.
arXiv (All) · Papers
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machine-learning
Time-series explainability remains challenging because discriminative information is often encoded in latent frequency or time-frequency features rather than in the raw signal itself. Existing attribution methods typically operate either in the time domain or in a fixed transform domain, limiting th
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