A Probabilistic Model for Dirty Multi-task Feature Selection

Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Zoubin Ghahramani

Abstract: Multi-task feature selection methods often make the hypothesis that learning tasks share relevant and irrelevant features. However, this hypothesis may be too restrictive in practice. For example, ...