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SketchEmbedNet:LearningNovelConceptsbyImitatingDrawingsAlexanderWang12MengyeRen12RichardS.Zemel123Abstractofsketchgenerationmodels,rangingfromgenerativeadver-sarialnetworks(GANs)(Isolaetal.,2017;Li...
ANovelSequentialCoresetMethodforGradientDescentAlgorithmsJiaweiHuang1RuominHuang2WenjieLiu1NikolaosM.Freris1HuDing1AbstractoriginalsetP;thatis,wecanreplacePbyP˜whenrunningAwiderangeofoptimizationp...
ANovelMethodtoSolveNeuralKnapsackProblemsDuanshunLi1JingLiu2DongeunLee3AliSeyedmazloom4GiridharKaushik4KookjinLee5NoseongPark6Abstracttoastudy,KPsareoneofthetop-20mostpopularprob-lems(Kellereretal....
TheContinuousCategorical:ANovelSimplex-ValuedExponentialFamilyElliottGordon-Rodriguez1GabrielLoaiza-Ganem2JohnP.Cunningham1Abstractcalrelevanceacrossthenaturalandsocialsciences(seePawlowsky-Glahn&E...
SARAH:ANovelMethodforMachineLearningProblemsUsingStochasticRecursiveGradientLamM.Nguyen1JieLiu1KatyaScheinberg12MartinTaka´cˇ1AbstractProblemsofthistypearisefrequentlyinsupervisedlearn-Inthispape...