Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search

Arber Zela, Aaron Klein, Stefan Falkner +1

While existing work on neural architecture search (NAS) tunes hyperparameters in a separate post-processing step, we demonstrate that architectural choices and other hyperparameter…