Mesoscopic structure graphs for interpreting uncertainty in non-linear embeddings

Junhan Zhao, Xiang Liu, Hongping Tang, Xiyue Wang, Sen Yang, Donfang Liu, Yijiang Chen, Yingjie Victor Chen

Abstract: Highlights•ManiGraph, a node-link technique, enhances neighborhood fidelity and addresses overplotting in large-scale datasets.•ManiGraph interprets uncertainties resulting from distortion errors.•ManiGraph is validated on sc-RNA-seq and histology image analysis.•Our survey highlights SOTA DR visualization techniques.