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A New Bayesian Rating System for Team Competitions.

Proceedings article published in 2011 by Sergey I. Nikolenko ORCID, Alexander Sirotkin
This paper is available in a repository.
This paper is available in a repository.

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Preprint: policy unknown
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Postprint: policy unknown
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Abstract

We present a novel probabilistic rating system for team competitions. Building upon TrueSkill™, we change the factor graph structure to cope with the problems of TrueSkill™, 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™.