ShaRF:Shape-conditionedRadianceFieldsfromaSingleViewKonstantinosRematas1RicardoMartin-Brualla1VittorioFerrari1Abstractaparadigmshiftduetothesuccessofdeeplearningmethods.Firstly,the3Dsceneproperties...
ProblemDependentViewonStructuredThresholdingBanditProblemsJamesCheshire1PierreMe´nard1AlexandraCarpentier1Abstractoferror-i.e.theprobabilitythatthelearnermis-classifiesatleastonearm-andconsiderthe...
OperationalizingComplexCauses:APragmaticViewofMediationLimorGultchin12DavidS.Watson3MattJ.Kusner4RicardoSilva32AbstractHistoricalDataLimitedNewDataWeexaminetheproblemofcausalresponsees-Z<latexitsha...
AProxyVariableViewofSharedConfoundingYixinWang1DavidM.Blei2Abstractconfounder)aredifficulttoobtain,e.g.,requiringexpensivereal-timetrackingofactivities.LifestyleisnecessarilyanCausalinferencefromob...
ADistributionalViewonMulti-ObjectivePolicyOptimizationAbbasAbdolmaleki1SandyH.Huang1LeonardHasenclever1MichaelNeunert1H.FrancisSong1MartinaZambelli1MuriloF.Martins1NicolasHeess1RaiaHadsell1MartinRi...
AnAlternativeView:WhenDoesSGDEscapeLocalMinima?RobertKleinberg1YuanzhiLi2YangYuan1Abstractmoreiterationstoconverge,butfewergradientevaluationsperiteration.Therefore,forthestandardempiricalriskmin-S...
AUnifiedViewofMulti-LabelPerformanceMeasuresXi-ZhuWu1Zhi-HuaZhou1Abstracteachinstancecanbeassociatedwithmultiplelabelssimul-taneously.Forexample,itisdifficulttotellwhichmistakeMulti-labelclassifica...