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A New Bayesian Rating System for Team Competitions
by Alexander Sirotkin , Sergey Nikolenko , at ICML 2011
We present a novel probabilistic rating system for team competitions. Building upon TrueSkill(tm), we change the factor graph structure to cope with the problems of TrueSkill(tm), e.g., multiway ties and variable team size. We give detailed inference algorithms for the new structure. Experimental results show a significant improvement over TrueSkill(tm).
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