2 papers
stat.ME2024
KenCoh: A Ranked-Based Canonical Coherence
Mara Sherlin D. Talento, Sarbojit Roy, Tania Reyes Vallejo +2
This work is inspired by the problem of characterizing a dependence measure between two cortical regions of the brain where each region contains multiple signal recordings from sev…
stat.ML2024
Classification of High-dimensional Time Series in Spectral Domain using Explainable Features
Sarbojit Roy, Malik Shahid Sultan, Hernando Ombao
Interpretable classification of time series presents significant challenges in high dimensions. Traditional feature selection methods in the frequency domain often assume sparsity…