AdversarialMulticlassLearningunderWeakSupervisionwithPerformanceGuaranteesAlessioMazzetto1CyrusCousins1DylanSam1StephenH.Bach1EliUpfal1Abstractconflictwithoneanother.Weassumeaccesstoonlyasmallamoun...
GlobalConcavityandOptimizationinaclassofDynamicDiscreteChoiceModelsYidingFeng1EkaterinaKhmelnitskaya2DenisNekipelov2Abstract1.IntroductionDiscretechoicemodelswithunobservedhetero-Dynamicdiscretecho...
Convergenceguaranteesforaclassofnon-convexandnon-smoothoptimizationproblemsKoulikKhamaru1MartinJ.Wainwright12Abstractwellasreferencestherein.Accordingly,recentyearshavewitnessedanexplosionofresearc...