34 citations · 62 across the 6 of their papers we have counts for
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cs.LG2021★ 9 cited
A Simple Approach to Automated Spectral Clustering
Jicong Fan, Yiheng Tu, Zhao Zhang +2
The performance of spectral clustering heavily relies on the quality of affinity matrix. A variety of affinity-matrix-construction (AMC) methods have been proposed but they have hy…
cs.LG2019★ 4 cited
Deep Self-representative Concept Factorization Network for Representation Learning
Yan Zhang, Zhao Zhang, Zheng Zhang +4
In this paper, we investigate the unsupervised deep representation learning issue and technically propose a novel framework called Deep Self-representative Concept Factorization Ne…
cs.LG2019★ 2 cited
Robust Triple-Matrix-Recovery-Based Auto-Weighted Label Propagation for Classification
Huan Zhang, Zhao Zhang, Mingbo Zhao +3
The graph-based semi-supervised label propagation algorithm has delivered impressive classification results. However, the estimated soft labels typically contain mixed signs and no…