2 papers
math.OC2019
A Block Decomposition Algorithm for Sparse Optimization
Ganzhao Yuan, Li Shen, Wei-Shi Zheng
Sparse optimization is a central problem in machine learning and computer vision. However, this problem is inherently NP-hard and thus difficult to solve in general. Combinatorial…
math.OC2017
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…