Regularized Learning Schemes in Feature Banach Spaces

Patrick L. Combettes, Saverio Salzo, Silvia Villa

This paper proposes a unified framework for the investigation of constrained learning theory in reflexive Banach spaces of features via regularized empirical risk minimization. The…