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Triply stochastic gradient method for large-scale nonlinear similar unlabeled classification |
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| Authors: | Shi Wanli Gu Bin Li Xiang Deng Cheng Huang Heng |
| Affiliation: | 1.Nanjing University of Information Science & Technology, Nanjing, China ;2.MBZUAI, Masdar City, United Arab Emirates ;3.JD Finance America Corporation, Silicon Valley, USA ;4.Computer Science Department, University of Western Ontario, London, ON, Canada ;5.School of Electronic Engineering, Xidian University, Xi’an, China ;6.Department of Electrical & Computer Engineering, University of Pittsburgh, Pittsburgh, USA ; |
| Abstract: | Machine Learning - Similar unlabeled (SU) classification is pervasive in many real-world applications, where only similar data pairs (two data points have the same label) and unlabeled data points... |
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