AltTS: A Dual-Path Framework with Alternating Optimization for Multivariate Time Series Forecasting

Zhihang Yuan, Zhiyuan Liu, Mahesh K. Marina

Multivariate time series forecasting involves two qualitatively distinct factors: (i) stable within-series autoregressive (AR) dynamics, and (ii) intermittent cross-dimension inter…