A Generalized Method for Binary Optimization : Convergence Analysis and Applications

Binary optimization problems (BOPs) arise naturally in many fields, such as information retrieval, computer vision, and machine learning. Most existing binary optimization methods either use continuous relaxation which can cause large quantization errors, or incorporate a highly specific algorithm t...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 9 vom: 04. Sept., Seite 4524-4543
1. Verfasser: Xiong, Huan (VerfasserIn)
Weitere Verfasser: Yu, Mengyang, Liu, Li, Zhu, Fan, Qin, Jie, Shen, Fumin, Shao, Ling
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article