Selecting additional training examples with an influence-function score matches or beats full-data logistic regression on a sentiment task while using only 10% to 60% of the available extra data.
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How to Achieve Higher Accuracy with Less Training Points?
Selecting additional training examples with an influence-function score matches or beats full-data logistic regression on a sentiment task while using only 10% to 60% of the available extra data.