Approval Voting and Incentives in Crowdsourcing

Nihar B. Shah, Dengyong Zhou, Yuval Peres

Abstract: The growing need for labeled training data has made crowdsourcing an important part of machine learning. The quality of crowdsourced labels is, however, adversely affected by three factors: (1) the...