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Score-Driven Rating System for Sports

cs.LG · 2026-04-10 · unverdicted · novelty 6.0

A generalization of Elo ratings updates player strengths via the score (log-likelihood gradient) for varied game outcomes, with derived properties of zero expected value, summation to zero, and reversion to unobserved true skills.

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