A Comparative Survey of Deep Active Learning

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• ==== * show annotation

https://github.com/SineZHAN/deepALplus

• [45] * show annotation

wrong cite!

Tobias Scheffer, Christian Decomain, and Stefan Wrobel. 2001. Active Hidden Markov Models for Information Extraction. In Advances in Intelligent Data Analysis, 4th International Conference, IDA 2001, Cascais, Portugal, September 13-15, 2001, Proceedings (Lecture Notes in Computer Science, Vol. 2189). Springer, 309–318.

• ==Margin [45] selects data x whose two most likely labels (ˆy1, ˆy2) have smallest difference inposterior probabilities: αmargin(x,M) = −[pM(ˆy1|x) −pM(ˆy2|x)].== * show annotation