Graph-based semi-supervised techniques for machine learning tasks at low label rates

Machine learning is a type of artificial intelligence that enables a machine to learn from data. The success of machine learning is dependent upon a sufficient amount of labeled data samples. A key limitation of most machine learning methods is their reliance on large labeled sets. Labeled data is scarce for many applications. Obtaining enough…