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When Individually Calibrated Models Become Collectively Miscalibrated

cs.LG · 2026-05-14 · conditional · novelty 7.0

Individually calibrated predictors become collectively miscalibrated under Brier-optimal strategic responses with positive belief correlations, but VCG aggregation restores dominant-strategy incentive compatibility and near-optimal performance.

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  • When Individually Calibrated Models Become Collectively Miscalibrated cs.LG · 2026-05-14 · conditional · none · ref 16

    Individually calibrated predictors become collectively miscalibrated under Brier-optimal strategic responses with positive belief correlations, but VCG aggregation restores dominant-strategy incentive compatibility and near-optimal performance.