Efficient and Sparse Neural Networks by Pruning Weights in a Multiobjective Learning Approach

Malena Reiners, Kathrin Klamroth, Michael Stiglmayr

Overparameterization and overfitting are common concerns when designing and training deep neural networks, that are often counteracted by pruning and regularization strategies. How…