Unsupervised Learning with Imbalanced Data via Structure Consolidation Latent Variable Model

Fariba Yousefi, Zhenwen Dai, Carl Henrik Ek +1

Unsupervised learning on imbalanced data is challenging because, when given imbalanced data, current model is often dominated by the major category and ignores the categories with…