Weici Hu

Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index Policies

We consider effort allocation in crowdsourcing, where we wish to assign labeling tasks to imperfect homogeneous crowd workers to maximize overall accuracy in a continuous-time Bayesian setting, subject to budget and time constraints. The Bayes-optimal policy for this problem is the solution to a par…