Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis

Nikhil Rao, Christopher Cox, Robert Nowak +1

Multitask learning can be effective when features useful in one task are also useful for other tasks, and the group lasso is a standard method for selecting a common subset of feat…