Chengzhu Yang

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 5

Top Topics

Image Deblurring

Convex Optimization

Theoretical Guarantees

Dictionary Learning

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Circuits Syst. II Express Briefs

Signal Process.

Publications

Chengzhu Yang, Yuantao Gu, Badong Chen, Hongbing Ma, Hing Cheung So
2-D Learned Proximal Gradient Algorithm for Fast Sparse Matrix Recovery. IEEE Trans. Circuits Syst. II Express Briefs 68 (4) (2021)
Chengzhu Yang, Yuantao Gu, Badong Chen, Hongbing Ma, Hing Cheung So
Learning Proximal Operator Methods for Nonconvex Sparse Recovery with Theoretical Guarantee. IEEE Trans. Signal Process. 68 (2020)
Chengzhu Yang, Xinyue Shen, Hongbing Ma, Badong Chen, Yuantao Gu, Hing Cheung So
Weakly Convex Regularized Robust Sparse Recovery Methods With Theoretical Guarantees. IEEE Trans. Signal Process. 67 (19) (2019)
Chengzhu Yang, Xinyue Shen, Hongbing Ma, Yuantao Gu, Hing-Cheung So
-Minimization. IEEE Trans. Signal Process. 66 (19) (2018)
Qi Liu, Chengzhu Yang, Yuantao Gu, Hing-Cheung So
Robust sparse recovery via weakly convex optimization in impulsive noise. Signal Process. 152 (2018)