Chung-Kuan Cheng

Continuous Partitioning for Graph-Based Semi-Supervised Learning

Laplace learning algorithms for graph-based semi-supervised learning have been shown to produce degenerate predictions at low label rates and in imbalanced class regimes, particularly near class boundaries. We propose CutSSL: a framework for graph-based semi-supervised learning based on continuous n…