Theory of Active Learning
Activelearningisaprotocolforsupervisedmachinelearning,inwhichalearningalgorithmsequentiallyrequeststhelabelsofselecteddatapointsfromalargepoolofunlabeleddata.Thiscontrastswithpassivelearning,wherethelabeleddataaretakenatrandom.Theobjectiveinactivelearningistoproduceahighly-accurate
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