Rate-DistortionAnalysisofMinimumExcessRiskinBayesianLearningHassanHafez-Kolahi1BehradMoniri2ShohrehKasaei1MahdiehSoleymaniBaghshah1Abstractinthisregardistostudylowerboundsontheexcessriskwhichcouldb...
DecidingWhattoLearn:ARate-DistortionApproachDilipArumugam1BenjaminVanRoy1Abstractofinformationthat,whileinsufficienttofullyidentifytheenvironment,sufficestoguideeffectivedecisions.Then,Agentsthatle...
Rate-DistortionOptimizationGuidedAutoencoderforIsometricEmbeddinginEuclideanLatentSpaceKeizoKato1JingZhou2TomotakeSasaki1AkiraNakagawa1AbstractmodelwithunivariateGaussianpriors(Kingma&Welling,2014)...
ParameterizedRate-DistortionStochasticEncoderQuanHoang1TrungLe1DinhPhung1AbstractY,theobjectiveistocompressXintoarepresentationZthatcapturesasmuchinformationaboutYaspossibleWeproposeanovelgradient-...