Structured Neuron Pruning in Deep Neural Networks Using Multi-Armed Bandits

Salem Ameen, Sunil Vadera

Deep neural networks often contain redundant hidden units. Removing individual weights can reduce parameter count, but unstructured sparsity is not always easy to exploit in standa…