Review for NeurIPS paper: Meta-Learning with Adaptive Hyperparameters

Neural Information Processing Systems 

The reviewers generally agreed that this paper brings an important contribution to the NeurIPS community. The results are quite strong, and were surprising to some reviewers. The approach also is scalable. There are multiple changes that we urge the authors to make for the camera ready version of the paper: - The title is far too broad, and not at all informative of the key ideas in the paper. The title should be revised such that it gets across that it is a meta-learning paper, and such that it is specific enough that the new title could not be used to also describe other existing papers.