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20192025
most citedNested conformal prediction and quantile out-of-bag ensemble methods

72 citations · 107 across the 15 of their papers we have counts for

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stat.ME2021★ 6 cited

Distribution-free calibration guarantees for histogram binning without sample splitting

Chirag Gupta, Aaditya K. Ramdas

We prove calibration guarantees for the popular histogram binning (also called uniform-mass binning) method of Zadrozny and Elkan [2001]. Histogram binning has displayed strong pra…