Asymptotic Behavior of Multi--Task Learning: Implicit Regularization and Double Descent Effects

Ayed M. Alrashdi, Oussama Dhifallah, Houssem Sifaou

Multi--task learning seeks to improve the generalization error by leveraging the common information shared by multiple related tasks. One challenge in multi--task learning is ident…