Analysis of a greedy active learning strategy
暂无分享,去创建一个
[1] David S. Johnson,et al. Approximation algorithms for combinatorial problems , 1973, STOC.
[2] Jim Lawrence,et al. Oriented matroids , 1978, J. Comb. Theory B.
[3] Dana Angluin,et al. Queries and concept learning , 1988, Machine Learning.
[4] B. Sturmfels. Oriented Matroids , 1993 .
[5] David A. Cohn,et al. Active Learning with Statistical Models , 1996, NIPS.
[6] Umesh V. Vazirani,et al. An Introduction to Computational Learning Theory , 1994 .
[7] John Shawe-Taylor,et al. Structural Risk Minimization Over Data-Dependent Hierarchies , 1998, IEEE Trans. Inf. Theory.
[8] Andrew McCallum,et al. Employing EM and Pool-Based Active Learning for Text Classification , 1998, ICML.
[9] Andrew McCallum,et al. Toward Optimal Active Learning through Sampling Estimation of Error Reduction , 2001, ICML.
[10] Daphne Koller,et al. Support Vector Machine Active Learning with Applications to Text Classification , 2000, J. Mach. Learn. Res..
[11] J. Lafferty,et al. Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions , 2003, ICML 2003.
[12] H. Sebastian Seung,et al. Selective Sampling Using the Query by Committee Algorithm , 1997, Machine Learning.
[13] Dana Angluin. Queries revisited , 2004, Theor. Comput. Sci..
[14] Philip M. Long,et al. A Theoretical Analysis of Query Selection for Collaborative Filtering , 2001, Machine Learning.
[15] Günter M. Ziegler,et al. Oriented Matroids , 2017, Handbook of Discrete and Computational Geometry, 2nd Ed..