144 citations · 966 across the 20 of their papers we have counts for
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stat.ML2013★ 57 cited
Minimax Optimal Convergence Rates for Estimating Ground Truth from Crowdsourced Labels
Chao Gao, Dengyong Zhou
Crowdsourcing has become a primary means for label collection in many real-world machine learning applications. A classical method for inferring the true labels from the noisy labe…
stat.ML2013★ 17 cited
Error Rate Bounds in Crowdsourcing Models
Hongwei Li, Bin Yu, Dengyong Zhou
Crowdsourcing is an effective tool for human-powered computation on many tasks challenging for computers. In this paper, we provide finite-sample exponential bounds on the error ra…