2 papers
cs.LG2025
Multi-View Semi-Supervised Label Distribution Learning with Local Structure Complementarity
Yanshan Xiao, Kaihong Wu, Bo Liu
Label distribution learning (LDL) is a paradigm that each sample is associated with a label distribution. At present, the existing approaches are proposed for the single-view LDL p…
cs.LG2019
Transfer Learning-Based Label Proportions Method with Data of Uncertainty
Yanshan Xiao, HuaiPei Wang, Bo Liu
Learning with label proportions (LLP), which is a learning task that only provides unlabeled data in bags and each bag's label proportion, has widespread successful applications in…