Zheng Xie

Semi-Supervised AUC Optimization Without Guessing Labels of Unlabeled Data

2018 · Proceedings of the AAAI Conference on Artificial Intelligence

Semi-supervised learning, which aims to construct learners that automatically exploit the large amount of unlabeled data in addition to the limited labeled data, has been widely applied in many real-world applications. AUC is a well-known …