Merging uncertainty sets via majority vote

Matteo Gasparin, Aaditya Ramdas

Given $K$ uncertainty sets that are arbitrarily dependent -- for example, confidence intervals for an unknown parameter obtained with $K$ different estimators, or prediction sets o…