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 ${\hat{x}}_i$ are used to infer unknown labels, assuming that the label signal $\mathbf{x}$ is smo…