Anirban Roy

Learning to Learn Second-Order Back-Propagation for CNNs Using LSTMs

2018

Convolutional neural networks (CNNs) typically suffer from slow convergence rates in training, which limits their wider application. This paper presents a new CNN learning approach, based on second-order methods, aimed at improving: a) Convergence rates …