Investigating the Effect of Network Pruning on Performance and Interpretability

Jonathan von Rad, Florian Seuffert

Deep Neural Networks (DNNs) are often over-parameterized for their tasks and can be compressed quite drastically by removing weights, a process called pruning. We investigate the i…