Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting. - Liran Nochumsohn; Michal Moshkovitz; Orly Avner; Dotan Di Castro; Omri Azencot (CoRR, 2024)

A Multi-Task Learning Approach to Linear Multivariate Forecasting. - Liran Nochumsohn; Hedi Zisling; Omri Azencot (AISTATS, 2025)

Data Augmentation Policy Search for Long-Term Forecasting. - Liran Nochumsohn; Omri Azencot (Trans. Mach. Learn. Res., 2025)