BilinearClasses:AStructuralFrameworkforProvableGeneralizationinRLSimonS.Du1ShamM.Kakade1JasonD.Lee2ShacharLovett3GauravMahajan3WenSun4RuosongWang5AbstractthereisalsoarealizationthatpracticalRLappro...
TheAdvantagesofMultipleClassesforReducingOverfittingfromTestSetReuseVitalyFeldman12RoyFrostig1MoritzHardt34Abstracttransferrathergracefullytoanewlycollectedtestsetcol-lectedfromthesamesourceaccordi...
CharacterizingandLearningEquivalenceClassesofCausalDAGsunderInterventionsKarrenD.Yang1AbigailKatcoff1CarolineUhler1Abstracttheircausesareknownasperfect(orhard)interventions(Eberhardtetal.,2005).Und...