A type of machine learning problems (specified by experience , task and performance measure ), where contains only a limited number of examples with supervised information for .
References
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[WYKN20]
Y. Wang, Q. Yao, J. T. Kwok, and L. M. Ni, Generalizing from a few examples: A survey on few-shot learning, ACM Comput. Surv.53 no. 3 (2020). https://doi.org/10.1145/3386252.
