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cs.LG2025
Neighborhood-Adaptive Generalized Linear Graph Embedding with Latent Pattern Mining
S. Peng, L. Hu, W. Zhang +2
Graph embedding has been widely applied in areas such as network analysis, social network mining, recommendation systems, and bioinformatics. However, current graph construction me…
cs.LG2020
Robust Locality-Aware Regression for Labeled Data Classification
Liangchen Hu, Wensheng Zhang
With the dramatic increase of dimensions in the data representation, extracting latent low-dimensional features becomes of the utmost importance for efficient classification. Aimin…