Peng Zhang

most citedTransformed

ℓ_{1}

Regularization for Learning Sparse Deep Neural Networks

8 citations · 8 across the 1 of their papers we have counts for

collaborators

2 papers

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…

cs.LG2018

Diffusion Based Network Embedding

Yong Shi, Minglong Lei, Peng Zhang +1

In network embedding, random walks play a fundamental role in preserving network structures. However, random walk based embedding methods have two limitations. First, random walk m…

Transformed ℓ1​ Regularization for Learning Sparse Deep Neural Networks

Diffusion Based Network Embedding

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