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Guiyun Xiao
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 7
Top Topics
Gradient Method
Compressed Sensing
Matrix Factorization
Boolean Networks
Top Venues
CoRR
J. Sci. Comput.
SIAM J. Matrix Anal. Appl.
Appl. Math. Comput.
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Publications
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Guiyun Xiao
,
Shuqin Zhang
,
Zheng-Jian Bai
Scaled Proximal Gradient Methods for Sparse Optimization Problems.
J. Sci. Comput.
98 (1) (2024)
Guiyun Xiao
,
Zheng-Jian Bai
A Geometric Proximal Gradient Method for Sparse Least Squares Regression with Probabilistic Simplex Constraint.
J. Sci. Comput.
92 (1) (2022)
Guiyun Xiao
,
Zheng-Jian Bai
,
Wai-Ki Ching
A modified orthogonal matching pursuit for construction of sparse probabilistic boolean networks.
Appl. Math. Comput.
424 (2022)
Guiyun Xiao
,
Zheng-Jian Bai
,
Wai-Ki Ching
A Columnwise Update Algorithm for Sparse Stochastic Matrix Factorization.
SIAM J. Matrix Anal. Appl.
43 (4) (2022)
Guiyun Xiao
,
Zheng-Jian Bai
A geometric proximal gradient method for sparse least squares regression with probabilistic simplex constraint.
CoRR
(2021)
Guiyun Xiao
,
Zheng-Jian Bai
,
Wai-Ki Ching
A Row-Wise Update Algorithm for Sparse Stochastic Matrix Factorization.
CoRR
(2021)
Guiyun Xiao
,
Zheng-Jian Bai
A Modified Orthogonal Matching Pursuit for Construction of Sparse Probabilistic Boolean Networks.
CoRR
(2020)