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Alternative Strategies for Active Learning with Bayesian Bradley Terry Model

Jayasinghe, Saman et al.
arXiv (All) · Papers
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machine-learningother-statistics
Comparative judgement uses pairwise comparisons to rank items, but recovering accurate rankings from a limited number of judgements depends on both the inference method and the pairs selected. We developed a Bayesian Bradley-Terry model (BBTM) that uses Polya-Gamma data augmentation for efficient Gi
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