2 papers
cs.LG2026
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode
Enrique Nueve, Bo Waggoner, Dhamma Kimpara +1
In multiclass classification over outcomes, the outcomes must be embedded into the reals with dimension at least in order to design a consistent surrogate loss that leads…
cs.LG2025
Smooth Quadratic Prediction Markets
Enrique Nueve, Bo Waggoner
When agents trade in a Duality-based Cost Function prediction market, they collectively implement the learning algorithm Follow-The-Regularized-Leader. We ask whether other learnin…