Alicia García Sanz

Learnable Time-Frequency Masks for Explaining Time-Series Classifiers

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 their ability to captu...