Prune and Tune Ensembles: Low-Cost Ensemble Learning With Sparse Independent Subnetworks

Tim Whitaker, Darrell Whitley

Ensemble Learning is an effective method for improving generalization in machine learning. However, as state-of-the-art neural networks grow larger, the computational cost associat…