2025
Spectral Differential Network Analysis for High-Dimensional Time Series
AISTATS 2025poster
Spectral networks derived from multivariate time series data arise in many domains, from brain science to Earth science. Often, it is of interest to study how these networks change under different conditions. For instance, to better understand epilepsy, it would be interesting to capture the changes…