GBHT:GradientBoostingHistogramTransformforDensityEstimationJingyiCui1HanyuanHang2YisenWang1ZhouchenLin13Abstractovertwodecades(Bühlmann&Yu,2003),boostingattractsmoreandmoreattentioninresearchesonm...
FILTRA:RethinkingSteerableCNNbyFilterTransformBoLi1QiliWang1GimHeeLee2Abstractputishard-bakedtoTransformaccordinglywhentheinputreflectsorrotates.AplentyofworksdevelopthisideaSteerableCNNimposesthep...
LearnableGroupTransformForTime-SeriesRomainCosentino1BehnaamAazhang1AbstractAcommonapproachtoperforminginferenceontime-seriesconsistsofbuildingaDeepNeuralNetwork(DNN)thatWeproposeanovelapproachtofi...
InterferometricGraphTransform:aDeepUnsupervisedGraphRepresentationEdouardOyallon1Abstract(Defferrardetal.,2016),whichheavilyrelyonspectralrepresentationsestimatedfromagivenLaplacianoperator.Wepropo...
BoostedHistogramTransformforRegressionYuchaoCai12HanyuanHang1HanfangYang2ZhouchenLin31AbstractficationbySchapire&Freund(1995);Freund&Schapire(1997).Anotherimportantboostingalgorithmforregres-Inthis...
TheWassersteinTransformFacundoMe´moli12ZaneSmith3ZhengchaoWan1Abstracttanceinformationinordertobothenhancefeatures,suchasclusters,presentinthedata,andtodenoisethedata.AsaWeintroducetheWassersteint...