Learning k-Level Structured Sparse Neural Networks Using Group Envelope Regularization

Yehonathan Refael, Iftach Arbel, Wasim Huleihel

The extensive need for computational resources poses a significant obstacle to deploying large-scale Deep Neural Networks (DNN) on devices with constrained resources. At the same t…