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think about large scale active learning #57

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aronwc opened this issue Jun 19, 2013 · 3 comments

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aronwc commented Jun 19, 2013

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ghost assigned aronwc

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aronwc commented Jun 19, 2013

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farm out to dozens of nodes
convert classifier into search query

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aronwc commented Jun 19, 2013

Burr's active learning survey: http://burrsettles.com/pub/settles.activelearning.pdf

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aronwc commented Aug 7, 2013

Relevant paper:

http://machinelearning.wustl.edu/mlpapers/paper_files/NIPS2010_0757.pdf

Represent classifier as a hyperplane
Select instances closest to that hyper plane for annotation
Use smart hashing to do lookups efficiently

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