TreeswithAttentionforSetPredictionTasksRoyHirsch1RanGilad-Bachrach2AbstractTree-basedmodels,suchasDecisionTree(DT),RandomForest(RF)andGradientBoostingDecisionTree(GBT)Inmanymachinelearningapplicati...
CharacterizingFairnessOvertheSetofGoodModelsUnderSelectiveLabelsAmandaCoston1AsheshRambachan2AlexandraChouldechova3AbstractousmethodsforlearninganewthebestperformingmodelamongthoSethatsatisfyachose...
DifferentiallyPrivateSetUnionSivakanthGopi1PankajGulhane1JanardhanKulkarni1JudyHanwenShen12MiladShokouhi1SergeyYekhanin1AbstractintroducedintheseminalworkofDworketal.(2006),en-suresusersthestronges...
ChoiceSetOptimizationUnderDiscreteChoiceModelsofGroupDecisionsKiranTomlinson1AustinR.Benson1Abstractatownmightpreferdifferentgovernmentpolicies.Thewaythatpeoplemakechoicesorexhibitpref-Muchofthecom...
ShapeConstraintsforSetFunctionsAndrewCotter1MayaR.Gupta1HeinrichJiang1ErezLouidor1JamesMuller1TamanNarayan1SerenaWang1TaoZhu1AbstractForexample,supposeonewantstopredicthowgoodarestaurantisbasedonit...
SetTransformer:AFrameworkforAttention-basedPermutation-InvariantNeuralNetworksJuhoLee12YoonhoLee3JungtaekKim4AdamR.Kosiorek15SeungjinChoi4YeeWhyeTeh1Abstract1997;Maron&Lozano-Pe´rez,1998)isanexamp...
DensityLevelSetEstimationonManifoldswithDBSCANHeinrichJiang1AbstractthedataSet(andremainingpointsnotreachablefromanycore-pointareconsiderednoise).ThispartitioningistheWeshowthatDBSCANcanestimatethe...