Learning task structure via sparsity grouped multitask learning

Meghana Kshirsagar, Eunho Yang, Aurélie C. Lozano

Sparse mapping has been a key methodology in many high-dimensional scientific problems. When multiple tasks share the set of relevant features, learning them jointly in a group dra…