Puttingthe“Learning”intoLearning-AugmentedAlgorithmsforFrequencyEstimationElbertDu12FranklynWang12MichaelMitzenmacher2AbstractbyθandanalgorithmAInlearning-augmentedalgorithms,algorithmsmaxM(θ,A...
DelvingintoDeepImbalancedRegressionYuzheYang1KaiwenZha1Ying-CongChen1HaoWang2DinaKatabi1AbstractNumberofsamplesDeepImbalancedRegressionReal-worlddataoftenexhibitimbalanceddistri-Imbalanceddistribut...
IncorporatingGroupingInformationintoBayesianDecisionTreeEnsemblesJunliangDu1AntonioR.Linero1Abstractmationtohelplearnthesestructures.Forexample,whencovariatesareassociatedtoknowngraphicalstructures...
AnInvestigationintoNeuralNetOptimizationviaHessianEigenvalueDensityBehroozGhorbani12ShankarKrishnan2YingXiao2Abstractetal.,2016;2017;Yaoetal.,2018).Intheabsenceofsuchconcreteinformationabouttheeige...