Spurious valleys in two-layer neural network optimization landscapes

2018

Abstract

Neural networks provide a rich class of high-dimensional, non-convex optimization problems. Despite their non-convexity, gradient-descent methods often successfully optimize these models. This has motivated a recent spur in research attempting to …

Authors