Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions

Tianhao Ma, Han Chen, Juncheng Hu +2

Learning from label proportions (LLP), i.e., a challenging weakly-supervised learning task, aims to train a classifier by using bags of instances and the proportions of classes wit…