Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions

3 code implementations • ICLR 2019 • Matthew MacKay, Paul Vicol, Jon Lorraine, David Duvenaud, Roger Grosse

Empirically, our approach outperforms competing hyperparameter optimization methods on large-scale deep learning problems.

Bilevel Optimization Data Augmentation +1