Ombao, Hernando

4 publications

ICLR 2026 Functional MRI Time Series Generation via Wavelet-Based Image Transform and Spectral Flow Matching for Brain Disorder Identification Hwa Hui Tew, Junn Yong Loo, Leong Fang Yu, Julia K. Lau, Ding Fan, Hernando Ombao, Raphael CW Phan, Chee Pin Tan, Chee-Ming Ting

AISTATS 2025 Classification of High-Dimensional Time Series in Spectral Domain Using Explainable Features with Applications to Neuroimaging Data Sarbojit Roy, Malik Shahid Sultan, Tania Reyes Vallejo, Leena Ali Ibrahim, Hernando Ombao

NeurIPS 2025 Wavelet Canonical Coherence for Nonstationary Signals Haibo Wu, Marina I. Knight, Keiland W. Cooper, Norbert J. Fortin, Hernando Ombao

NeurIPS 2019 Modeling Dynamic Functional Connectivity with Latent Factor Gaussian Processes Lingge Li, Dustin Pluta, Babak Shahbaba, Norbert Fortin, Hernando Ombao, Pierre Baldi