Triply stochastic gradient method for large-scale nonlinear similar unlabeled classification

Shi, WL; Gu, B; Li, X; Deng, C; Huang, H

Gu, B (corresponding author), Nanjing Univ Informat Sci & Technol, Nanjing, Peoples R China.; Gu, B (corresponding author), MBZUAI, Masdar City, U Arab Emirates.; Gu, B (corresponding author), JD Finance Amer Corp, Silicon Valley, CA 94027 USA.

MACHINE LEARNING, 2021; 110 (8): 2005

Abstract

Similar unlabeled (SU) classification is pervasive in many real-world applications, where only similar data pairs (two data points have the same label......

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