200630 Similarity Search for Efficient Active Learning and Search of Rare.md

https://arxiv.org/abs/2007.00077

Similarity Search for Efficient Active Learning and Search of Rare Concepts (Cody Coleman, Edward Chou, Sean Culatana, Peter Bailis, Alexander C. Berg, Roshan Sumbaly, Matei Zaharia, I. Zeki Yalniz)

unlabeled 데이터가 많을 때 active learning으로 샘플을 찾는 과정을 가속하기. 샘플의 nearest neighbor를 candidate로 사용하는 알고리즘.

#active_learning