most citedA Survey of Learning on Small Data: Generalization, Optimization, and Challenge

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cs.LG2022★ 3 cited

A Survey of Learning on Small Data: Generalization, Optimization, and Challenge

Xiaofeng Cao, Weixin Bu, Shengjun Huang +4

Learning on big data brings success for artificial intelligence (AI), but the annotation and training costs are expensive. In future, learning on small data that approximates the g…