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ranker-Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning
时间 2021-01-02
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论文Scaling Up Crowd-Sourcing to Very Large Datasets A Case for Active Learning提出两种AL算法。 首先找到分类器θ对未标注数据的不确定程度。然后让crowd对这些数据进行标定。下边介绍两种不确定性方法。 下边的u是未标记数据,但是是指未标注数据的每一个,而不是整体。 一:Uncertainty Algorithm 第二
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