NeuralTransformationLearningforDeepAnomalyDetectionBeyondImagesChenQiu12TimoPfrommer1MariusKloft2StephanMandt3MajaRudolph1Abstractformationsareuseful,anditishardtodesignthesetrans-formationsmanuall...
ConvexVST:AConvexOptimizationApproachtoVariance-stabilizingTransformationMengfanWang1BoyuLyu1GuoqiangYu1AbstractVSTproblemhasbeenthesubjectofextensivetheoreticalandexperimentalstudiesbecauseofitsbr...
TransformationofReLU-basedrecurrentneuralnetworksfromdiscrete-timetocontinuous-timeZahraMonfared1DanielDurstewitz12AbstractMorerecently,inthenaturalsciences,biologyandphysicsinparticular,RNNswereal...
LTF:ALabelTransformationFrameworkforCorrectingTargetShiftJiaxianGuo1MingmingGong2TongliangLiu1KunZhang3DachengTao1Abstract1.IntroductionDistributionshiftisamajorobstacletothede-Standardsupervisedle...
QTRAN:LearningtoFactorizewithTransformationforCooperativeMulti-AgentReinforcementlearningKyunghwanSon1DaewooKim1WanJuKang1DavidHostallero1YungYi1Abstractneuralnetworks,whichcanrepresentaction-value...
AutomaticPosteriorTransformationforLikelihood-freeInferenceDavidS.Greenberg1MarcelNonnenmacher1JakobH.Macke1AbstractForcomplexdata-generatingprocessessuchassimulation-basedmodels,itisoftenimpossibl...
TransformationAutoregressiveNetworksJunierBOliva12AvinavaDubey2ManzilZaheer2Barnaba´sPo´czos2RuslanSalakhutdinov2EricPXing2JeffSchneider2Abstract100RelativeTestLikelihoodThefundamentaltaskofgener...
Path-LevelNetworkTransformationforEfficientArchitectureSearchHanCai1JiachengYang1WeinanZhang1SongHan2YongYu1Abstractthisprocesstypicallyrequiresyearsofextensiveinvestiga-tionbyhumanexperts,whichisn...