no code implementations • 4 Oct 2023 • Leonid Berlyand, Etienne Sandier, Yitzchak Shmalo, Lei Zhang
We explore the applications of random matrix theory (RMT) in the training of deep neural networks (DNNs), focusing on layer pruning that is reducing the number of DNN parameters (weights).