A Streaming Algorithm for Crowdsourced Data Classification

23 Feb 2016Thomas BonaldRichard Combes

We propose a streaming algorithm for the binary classification of data based on crowdsourcing. The algorithm learns the competence of each labeller by comparing her labels to those of other labellers on the same tasks and uses this information to minimize the prediction error rate on each task... (read more)

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