Designing Rating Systems for Team Games / Sergey Nikolenko, Researcher
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Designing Rating Systems for Team Games / Sergey Nikolenko, Researcher
Sergey Nikolenko is now a researcher in machine learning and analysis of algorithms, has published over 100 papers, in addition to teaching a well-known course in machine learning and many others.
Modern probabilistic models for team competitions are almost synonymous with TrueSkill developed by Microsoft Research. In this talk, we will identify the shortcomings of TrueSkill, introduce a new, improved version of it, and show how the model can be greatly simplified in the presence of more detailed information.
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