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most citedImitAL: Learned Active Learning Strategy on Synthetic Data

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cs.LG2021

ImitAL: Learning Active Learning Strategies from Synthetic Data

Julius Gonsior, Maik Thiele, Wolfgang Lehner

One of the biggest challenges that complicates applied supervised machine learning is the need for huge amounts of labeled data. Active Learning (AL) is a well-known standard metho…