40 citations · 48 across the 4 of their papers we have counts for
4 papers
Surrogate Scoring Rules
Yang Liu, Juntao Wang, Yiling Chen
Strictly proper scoring rules (SPSR) are incentive compatible for eliciting information about random variables from strategic agents when the principal can reward agents after the…
Active Information Acquisition for Linear Optimization
Shuran Zheng, Bo Waggoner, Yang Liu +1
We consider partially-specified optimization problems where the goal is to actively, but efficiently, acquire missing information about the problem in order to solve it. An algorit…
Sequential Peer Prediction: Learning to Elicit Effort using Posted Prices
Yang Liu, Yiling Chen
Peer prediction mechanisms are often adopted to elicit truthful contributions from crowd workers when no ground-truth verification is available. Recently, mechanisms of this type h…
Learning to Incentivize: Eliciting Effort via Output Agreement
Yang Liu, Yiling Chen
In crowdsourcing when there is a lack of verification for contributed answers, output agreement mechanisms are often used to incentivize participants to provide truthful answers wh…