GBHT:GradientBoostingHistogramTransformforDensityEstimationJingyiCui1HanyuanHang2YisenWang1ZhouchenLin13Abstractovertwodecades(Bühlmann&Yu,2003),boostingattractsmoreandmoreattentioninresearchesonm...
Distribution-FreeCalibrationGuaranteesforHistogramBinningwithoutSampleSplittingChiragGupta1AadityaRamdas1Abstractthegoalistorecalibrateexisting(‘pre-learnt’)classifiersthatarepowerfuland(statisti...
BoostedHistogramTransformforRegressionYuchaoCai12HanyuanHang1HanfangYang2ZhouchenLin31AbstractficationbySchapire&Freund(1995);Freund&Schapire(1997).Anotherimportantboostingalgorithmforregres-Inthis...