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20182021
most cited3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model

17 citations · 31 across the 7 of their papers we have counts for

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cs.LG2021★ 1 cited

Projection-free Graph-based Classifier Learning using Gershgorin Disc Perfect Alignment

Cheng Yang, Gene Cheung, Guangtao Zhai

In semi-supervised graph-based binary classifier learning, a subset of known labels are used to infer unknown labels, assuming that the label signal is smo…

cs.LG2020

Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment

Cheng Yang, Gene Cheung, Wei Hu

Given a convex and differentiable objective $Q(\M)$ for a real symmetric matrix $\M$ in the positive definite (PD) cone -- used to compute Mahalanobis distances -- we propose a fas…