Robust Statistical Ranking: Theory and Algorithms

15 Aug 2014Qianqian XuJiechao XiongQingming HuangYuan Yao

Deeply rooted in classical social choice and voting theory, statistical ranking with paired comparison data experienced its renaissance with the wide spread of crowdsourcing technique. As the data quality might be significantly damaged in an uncontrolled crowdsourcing environment, outlier detection and robust ranking have become a hot topic in such data analysis... (read more)

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