On $\ell_p$-hyperparameter Learning via Bilevel Nonsmooth Optimization.

We propose a bilevel optimization strategy for selecting the best hyperparameter value for the nonsmooth $\ell_p$ regularizer with $0

Keywords:

• Sequence
• Convergence (routing)
• Bilevel optimization
• Scalability
• Supervised learning
• Bayesian optimization
• Hyperparameter
• Mathematical optimization
• Hyperparameter optimization
• Computer science

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