Off-PolicyConfidenceSequencesNikosKarampatziakis1PaulMineiro2AadityaRamdas3Abstractthattheprobabilitythattheyeverexcludethetruevalueisboundedbyaprespecifiedquantity.Inotherwords,theyWedevelopconfid...
Near-OptimalConfidenceSequencesforBoundedRandomVariablesArunKumarKuchibhotla1QinqingZheng2Abstractsequentialhypothesistestingproblemssuchastestingpos-itivenessofthemean(Zhaoetal.,2016),testingequal...
CAUSE:LearningGrangerCausalityfromEventSequencesusingAttributionMethodsWeiZhang1ThomasKobberPanum2SomeshJha13PrasadChalasani3DavidPage4AbstractInthispaper,wefocusonthefundamentalproblemofun-coverin...
TrainableDecodingofSetsofSequencesforNeuralSequenceModelsAshwinKalyan1PeterAnderson1StefanLee1DhruvBatra12Abstractinteractionspresentintheimage(Kalyanetal.,2018).Beingabletoproducemultiplerelevanto...
LearningDistanceforSequencesbyLearningaGroundMetricBingSu1YingWu2AbstractAlthoughmetriclearninghasachievedaconsiderablematu-ritylevelbothinpracticeandintheory(Belletetal.,2013),Learningdistancestha...
LatentNormalizingFlowsforDiscreteSequencesZacharyM.Ziegler1AlexanderM.Rush1AbstractGenerativemodelsbasedonnormalizingflowshaveseenrecentsuccessinproblemsinvolvingcontinuousrandomNormalizingflowsare...
EstimateSequencesforVariance-ReducedStochasticCompositeOptimizationAndreiKulunchakov1JulienMairal1AbstractWhilethefinite-sumsettingisaparticularcaseofexpecta-tion,thedeterministicnatureoftheresulti...