ProblemDependentViewonStructuredThresholdingBanditProblemsJamesCheshire1PierreMe´nard1AlexandraCarpentier1Abstractoferror-i.e.theprobabilitythatthelearnermis-classifiesatleastonearm-andconsiderthe...
OntheProblemofUnderrankinginGroup-FairRankingSruthiGorantla1AmitDeshpande2AnandLouis1Abstractethicalconcernsandcanpotentiallycauselong-termeco-nomicandsocietalharmtodemographicsandbusinessesBiasinr...
CombOptNet:FittheRightNP-HardProblembyLearningIntegerProgrammingConstraintsAnselmPaulus1MichalRol´ınek1V´ıtMusil2BrandonAmos3GeorgMartius1SoILlvPerFigure1:CombOptNetasamoduleinadeeparchitecture...
Anend-to-endapproachfortheverificationProblem:learningtherightdistanceJoa˜oMonteiro12IsabelaAlbuquerque1JahangirAlam12RDevonHjelm34TiagoFalk1Abstractsettings,bottlenecklayersofautoencodersaswellas...
ProblemDependentReinforcementLearningBoundsWhichCanIdentifyBanditStructureinMDPsAndreaZanette1EmmaBrunskill1Abstract(MDPs)andpartiallyobservableMDPs(POMDPs).Ban-ditsassumethattheactionstakendonotim...
ParameterizedAlgorithmsfortheMatrixCompletionProblemRobertGanian1IyadKanj2SebastianOrdyniak3StefanSzeider1Abstractobservingasamplefromthesetofentriesofalow-rankmatrix,andattemptingtorecoverthemissi...
TheShatteredGradientsProblem:Ifresnetsaretheanswer,thenwhatisthequestion?DavidBalduzzi1MarcusFrean1LennoxLeary1JPLewis12KurtWan-DuoMa1BrianMcWilliams3AbstractHeetal.,2015)withbatchnormalization(Iof...
OntheSamplingProblemforKernelQuadratureFranc¸ois-XavierBriol12ChrisJ.Oates34JonCockayne1WilsonYeChen5MarkGirolami24AbstractCarlo(MC)methodscanbeusedtoestimatethenumericalvalueofEqn.1.Aclassicalres...