35 citations · 81 across the 17 of their papers we have counts for
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math.NA2017★ 2 cited
A Coordinate-wise Optimization Algorithm for Sparse Inverse Covariance Selection
Ganzhao Yuan, Haoxian Tan, Wei-Shi Zheng
Sparse inverse covariance selection is a fundamental problem for analyzing dependencies in high dimensional data. However, such a problem is difficult to solve since it is NP-hard.…
math.OC2017★ 6 cited
A Hybrid Method of Combinatorial Search and Coordinate Descent for Discrete Optimization
Ganzhao Yuan, Li Shen, Wei-Shi Zheng
Discrete optimization is a central problem in mathematical optimization with a broad range of applications, among which binary optimization and sparse optimization are two common o…