Efficient Convolutional Auto-Encoding via Random Convexification and Frequency-Domain Minimization

Meshia Cédric Oveneke, Mitchel Aliosha-Perez, Yong Zhao +2

The omnipresence of deep learning architectures such as deep convolutional neural networks (CNN)s is fueled by the synergistic combination of ever-increasing labeled datasets and s…