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A New Bayesian Rating System for Team Competitions

2020-02-27 | |  53 |   45 |   0

Abstract

We present a novel probabilistic rating system for team competitions. Building upon TrueSkillTM , we change the factor graph structure to cope with the problems of TrueSkillTM , e.g., multiway ties and variable team size. We give detailed inference algorithms for the new structure. Experimental results show a significant improvement over TrueSkillTM .

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