A Hierarchical Importance-Guided Multi-objective Evolutionary Framework for Deep Neural Network Pruning

Zak Khan, Azam Asilian Bidgoli

The optimization of over-parameterized deep neural networks represents a large-scale, high-dimensional, and strongly non-convex decision problem that challenges existing optimizati…