Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent

16 Sep 2019Huan XiongMengyang YuLi LiuFan ZhuFumin ShenLing Shao

Binary optimization, a representative subclass of discrete optimization, plays an important role in mathematical optimization and has various applications in computer vision and machine learning. Usually, binary optimization problems are NP-hard and difficult to solve due to the binary constraints, especially when the number of variables is very large... (read more)

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