Kirtikanth Kalapatapu

Sparse Separable Factor Analysis in the Complex Domain with an Application to Local Field Potential Data

Complex-valued arrays arise in signal processing, where scientific interpretation depends on retaining amplitude and phase information. Existing covariance estimation methods either ignore the multiway organization of such data or rely on real-domain embeddings that do not directly exploit their complex structure. We d...