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  • Using these techniques, we can keep track of the bias in P(y|x) explicitly, allowing us to deal with the bias.With regards to active learning on big data, the theory says that you can not asymptote out, because there is an explicit guarantee of competing with supervised learning on the same number of unlabeled datapoints processed.
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