On the Neural Tangent Kernel Analysis of Randomly Pruned Neural Networks

Hongru Yang, Zhangyang Wang

Motivated by both theory and practice, we study how random pruning of the weights affects a neural network's neural tangent kernel (NTK). In particular, this work establishes an eq…