What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data

Yang Hu, Adriane Chapman, Guihua Wen +1

Supervised machine learning has several drawbacks that make it difficult to use in many situations. Drawbacks include: heavy reliance on massive training data, limited generalizabi…