139 citations · 315 across the 36 of their papers we have counts for
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cs.GT2012
Strategy-Proof Prediction Markets
Ayman Ghoneim, Robert C. Williamson
Prediction markets aggregate agents' beliefs regarding a future event, where each agent is paid based on the accuracy of its reported belief when compared to the realized outcome.…
cs.LG2012★ 1 cited
The Convexity and Design of Composite Multiclass Losses
Mark Reid, Robert Williamson, Peng Sun
We consider composite loss functions for multiclass prediction comprising a proper (i.e., Fisher-consistent) loss over probability distributions and an inverse link function. We es…