FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning

no code implementations • 28 Dec 2023 • Huiling Qin, Xianyuan Zhan, Yuanxun li, Yu Zheng

Jointly solving these two tasks allows full utilization of information from both labeled and unlabeled data, thus alleviating the problem of over-reliance on labeled data.

Enhancing semi-supervised learning via self-interested coalitional learning

no code implementations • 29 Sep 2021 • Huiling Qin, Xianyuan Zhan, Yuanxun li, Haoran Xu, Yu Zheng

Jointly solving these two tasks allows full utilization of information from both labeled and unlabeled data, thus alleviating the problem of over-reliance on labeled data.