Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags

Shunsuke Kubo, Shinnosuke Matsuo, Daiki Suehiro +4

Learning from label proportions (LLP) is a kind of weakly supervised learning that trains an instance-level classifier from label proportions of bags, which consist of sets of inst…