LLP-GAN: A GAN-Based Algorithm for Learning From Label Proportions - Liu, Jiabin; Wang, Bo; Hang, Hanyuan; Wang, Huadong; Qi, Zhiquan; Tian, Yingjie; Shi, Yong (IEEE transaction on neural networks and learning systems, 2023)
Keywords: Algorithms; Classifiers; Entropy; Generative adversarial networks; Generative adversarial networks (GANs); Generators; Labels; Learning; learning from label proportions (LLP); Machine learning; Privacy; privacy protection; Representations; Supervised learning; Task analysis; Training; weakly supervised learning