Fei Qi

Deep Semi-Supervised Learning via Tensor Label Propagation for High-Dimension-Low-Sample-Size Data.

This work proposes a novel deep SSL framework that enhances label propagation using tensor-based similarity, enabling the modeling of high-order relationships among multiple samples, and significantly enhances the prediction performance from limited labeled data in the HDLSS setting.