主动学习研究综述

Selective Sampling for Nearest Neighbor Classifiers[J] Michael Lindenbaum;Shaul Markovitch;Dmitry Rusakov Machine learning 2004,

Selective Sampling Using the Query by Committee Algorithm[J] Yoav Freund;H. Sebastian Seung;Eli Shamir;Naftali Tishby Machine Learning 1997,

Improving Generalization with Active Learning[J] David Cohn;Les Atlas;Richard Ladner Machine Learning 1994,

Coarse sample complexity bounds for active learning S Dasgupta; Proc of Advances in Neural Information Processing Systems 2005,

Selective Sampling for Nearest Neighbor Classifiers[J] Michael Lindenbaum;Shaul Markovitch;Dmitry Rusakov Machine learning 2004,

Selective Sampling Using the Query by Committee Algorithm[J] Yoav Freund;H. Sebastian Seung;Eli Shamir;Naftali Tishby Machine Learning 1997,

Improving Generalization with Active Learning[J] David Cohn;Les Atlas;Richard Ladner Machine Learning 1994,

Coarse sample complexity bounds for active learning S Dasgupta; Proc of Advances in Neural Information Processing Systems 2005,