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Naturally occurring data have been growing in a huge volume size, which poses a big challenge to give them high-quality labels to learn a good model. Therefore, it is critical to only select the most informative data points for labeling, which is cast into the framework of active learning. We study this problem in a regression model from optimal experimental design (OED). To this end, several OED...
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