In Variance Reduction, we indirectly try to target the variance present in the risk term of any machine learning model which in the long run would reduce the overall generalization error. #MachineLearning #VarianceReduction #ActiveLearning
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active learning,variance reduction,fisher information matrix,Burr Settles,machine learning,smart labeling,risk,closed form,gradient,empirical query framework,
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