Deep Networks Provably Classify Data on Curves

Tingran Wang, Sam Buchanan, Dar Gilboa +1

Data with low-dimensional nonlinear structure are ubiquitous in engineering and scientific problems. We study a model problem with such structure -- a binary classification task th…