MixBag: Bag-Level Data Augmentation for Learning from Label Proportions

Takanori Asanomi, Shinnosuke Matsuo, Daiki Suehiro +1

Learning from label proportions (LLP) is a promising weakly supervised learning problem. In LLP, a set of instances (bag) has label proportions, but no instance-level labels are gi…