Junming Shao

Large-scale Multi-view Subspace Clustering in Linear Time

2019 · arXiv (Cornell University)

A plethora of multi-view subspace clustering (MVSC) methods have been proposed over the past few years. Researchers manage to boost clustering accuracy from different points of view. However, many state-of-the-art MVSC algorithms, typically have a …

Flexible, Robust, Scalable Semi-supervised Learning via Reliability Propagation

2021

Semi-supervised learning aims to generate a model with a better performance using plenty of unlabeled data. However, most existing methods treat unlabeled data equally without considering whether it is safe or not, which may lead …