Liran Nochumsohn

A Multi-Task Learning Approach to Linear Multivariate Forecasting

Accurate forecasting of multivariate time series data is important in many engineering and scientific applications. Recent state-of-the-art works ignore the inter-relations between variates, using their model on each variate independently. This raises several research questions related to proper mod…