RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets

Yaling Tao, Kentaro Takagi, Kouta Nakata

Clustering is a fundamental machine learning task and can be used in many applications. With the development of deep neural networks (DNNs), combining techniques from DNNs with clu…