Learning Infinite-Layer Networks: Without the Kernel Trick

Roi Livni, Daniel Carmon, Amir Globerson

Infinite--Layer Networks (ILN) have recently been proposed as an architecture that mimics neural networks while enjoying some of the advantages of kernel methods. ILN are networks…