Lingfeng Niu

activity

20182021

ℓ_{1}

Regularization for Learning Sparse Deep Neural Networks

8 citations · 9 across the 3 of their papers we have counts for

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cs.CV2019★ 8 cited

Transformed $ℓ_{1}$ 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…

Transformed ℓ1​ Regularization for Learning Sparse Deep Neural Networks

Transformed $ℓ_{1}$ Regularization for Learning Sparse Deep Neural Networks