Transformed ${\ell }_1$ Regularization for Learning Sparse Deep Neural Networks

Rongrong Ma, Jianyu Miao, Lingfeng Niu +1

Deep neural networks (DNNs) have achieved extraordinary success in numerous areas. However, to attain this success, DNNs often carry a large number of weight parameters, leading to…