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cs.LG2025
Allocating Variance to Maximize Expectation
Renato Purita Paes Leme, Cliff Stein, Yifeng Teng +1
We design efficient approximation algorithms for maximizing the expectation of the supremum of families of Gaussian random variables. In particular, let $\mathrm{OPT}:=\max_{σ_1,\c…
cs.LG2023★ 4 cited
U-Calibration: Forecasting for an Unknown Agent
Robert Kleinberg, Renato Paes Leme, Jon Schneider +1
We consider the problem of evaluating forecasts of binary events whose predictions are consumed by rational agents who take an action in response to a prediction, but whose utility…