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成果展示-2016-图信-杨成竹

姓名:

杨成竹

导师:

马洪兵

联系方式:

ycz16@mails.tsinghua.edu.cn

所属专业:

信息与通信工程

研究成果题目:

稳健稀疏重建理论与算法;基于学习近似算子的稀疏重建算法

研究成果简介:

1. C. Yang, X. Shen, H. Ma, Y. Gu, and H. So, “Sparse recovery conditions and performance bounds for ?p-minimization,” IEEE Transactions on Signal Processing, 66(19):5014–5028, 2018.

2. C. Yang, X. Shen, H. Ma, B. Chen, Y. Gu and H. C. So, ""Weakly Convex Regularized Robust Sparse Recovery Methods with Theoretical Guarantees"", IEEE Transactions on Signal Processing, 67(19):5046-5061, 2019.

3. C. Yang, Y. Gu, B. Chen, H. Ma and H. C. So, ""Learning Proximal Operator Methods for Nonconvex Sparse Recovery with Theoretical Guarantee,"" in IEEE Transactions on Signal Processing. doi: 10.1109/TSP.2020.2978615

4. Q Liu, C Yang, Y Gu, and H. C. So, ""Robust sparse recovery via weakly convex optimization in impulsive noise"", Signal Processing, 2018, 152: 84-89.

成果视频链接:

http://

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