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12/22/2022
A comprehensive analysis of the Elo rating algorithm: Stochastic model, convergence characteristics, design guidelines, and experimental results
The Elo algorithm, due to its simplicity, is widely used for rating in s...
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08/08/2022
Reliability of Solutions in Linear Ordering Problem: New Probabilistic Insight and Algorithms
In this work, our goal is to characterize the reliability of the solutio...
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12/20/2021
FIFA ranking: Evaluation and path forward
In this work we study the ranking algorithm used by Fédération Internati...
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04/28/2021
Simplified Kalman filter for online rating: one-fits-all approach
In this work, we deal with the problem of rating in sports, where the sk...
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10/20/2020
Elo-MOV rating algorithm: Generalization of the Elo algorithm by modelling the discretized Margin of Victory
In this work we develop a new algorithm for rating of teams (or players)...
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05/04/2020
Parametric Phase Tracking via Expectation Propagation
In this work we propose a simple algorithm for signal detection in a sin...
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12/06/2019
Bilinear Models for Machine Learning
In this work we define and analyze the bilinear models which replace the...
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10/02/2019
Understanding and Pushing the Limits of the Elo Rating Algorithm
This work is concerned with the rating of players/teams in face-to-face ...
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02/20/2018