David Tse

Porcupine Neural Networks: Approximating Neural Network Landscapes

2018 · Neural Information Processing Systems

Neural networks have been used prominently in several machine learning and statistics applications. In general, the underlying optimization of neural networks is non-convex which makes analyzing their performance challenging. In this paper, we take another …