Capturing Between-Tasks Covariance and Similarities Using Multivariate Linear Mixed Models

Aviv Navon, Saharon Rosset

We consider the problem of predicting several response variables using the same set of explanatory variables. This setting naturally induces a group structure over the coefficient…