Data-Driven Low-Rank Neural Network Compression

Dimitris Papadimitriou, Swayambhoo Jain

Despite many modern applications of Deep Neural Networks (DNNs), the large number of parameters in the hidden layers makes them unattractive for deployment on devices with storage…