"Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach

Lingyu Gu, Yongqi Du, Yuan Zhang +4

Modern deep neural networks (DNNs) are extremely powerful; however, this comes at the price of increased depth and having more parameters per layer, making their training and infer…