On ${\ell }_p$-hyperparameter Learning via Bilevel Nonsmooth Optimization

Takayuki Okuno, Akiko Takeda, Akihiro Kawana +1

We propose a bilevel optimization strategy for selecting the best hyperparameter value for the nonsmooth ${\ell }_p$ regularizer with $0<p\le 1$. The concerned bilevel optimization pr…