L1/2 regularization

By Zongben Xu, Hai Zhang, Yao Wang, Xiangyu Chang, Yong Liang. Science China Information Sciences, 2010

420 citations recorded by the source corpus.

Subfields: Computational Mechanics, Computer Vision and Pattern Recognition

View Paper: https://www.semanticscholar.org/paper/4d97bab676afcc5838798952c953ff98e2e424fe

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computational Mechanics

1. Fengmin Xu
2. Xiangyu Chang
3. Hai Zhang
4. Zongben Xu

In Computer Vision and Pattern Recognition

1. Fengmin Xu
2. Xiangyu Chang
3. Hai Zhang
4. Zongben Xu
5. Ming-Hsuan Yang
6. Luc Van Gool

Citations in the corpus

• $L_{1/2}$ Regularization: A Thresholding Representation Theory and a Fast Solver (2012, positive): “It often introduces extra bias in estimation [14], and cannot recover a signal with the least measurements when applied to compressed sensing [15], [7].”