NeurIPS 2020

Agnostic Learning of a Single Neuron with Gradient Descent

Meta Review

The reviewers agree that the techniques in this paper are interesting and novel, and that the paper is well-written. For the camera ready version, the authors should include discussion for the additional references pointed out by Reviewer #2. In particular, it would be good to point out that one of the main strengths of this work is the fact that it handles arbitrary distributions over x. Per the comments of Reviewers 3 and 4, it would also be nice to include some additional discussion of the challenges of extending these techniques to multiple neurons.