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EfficientProximalMappingofthe1-path-normofShallowNetworksFabianLatore1PaulRolland1NadavHallak1VolkanCevher1AbstracttheLipschitzconstantofthenetworkfunctiontoquantizerobustness,andregularizationtoen...
DiscountFactorasaRegularizerinReinforcementLearningRonAmit1RonMeir1KamilCiosek2Abstractetal.,2019;Zhaoetal.,2019).Inparticular,generalizationiscriticalforsuccessfullydeployingRLagentsthatwereSpecif...
Trimmingthe1Regularizer:StatisticalAnalysis,Optimization,andApplicationstoDeepLearningJihunYun1PengZheng2EunhoYang13Aure´lieC.Lozano4AleksandrAravkin2Abstractconstraintsontheestimationparameters.S...
FeatureGroupingasaStochasticRegularizerforHigh-DimensionalStructuredDataSergu¨lAydo¨re1BertrandThirion2Gae¨lVaroquaux2Abstract1.Largefeaturedimension:Neuroimagingdataareveryhigh-dimensional,duet...
UncorrelationandEvenness:aNewDiversity-PromotingRegularizerPengtaoXie12AartiSingh1EricP.Xing2AbstractFirst,undermanycircumstances,thefrequencyofpatternsishighlyimbalanced.Somepatternshaveveryhighfr...