SegmentingHybridTrajectoriesusingLatentODEsRuianShi12QuaidMorris123Abstracttioncharacteristics,suchastherateofencounter,andrateofsuccessfulpredationperencounter.WhentheseparametersSmoothdynamicsint...
BayesianOptimizationoverHybridSpacesAryanDeshwal1SyrineBelakaria1JanardhanRaoDoppa1AbstractBelakariaetal.,2019;Zhouetal.,2020;Belakariaetal.,2020e;c;a;f).ThekeyideabehindBOistolearnasurrogateWecons...
AHybridVariance-ReducedMethodforDecentralizedStochasticNon-ConvexOptimizationRanXin1UsmanA.Khan2SoummyaKar1Abstractistosolve,vialocalcomputationandcommunication,thefollowingoptimizationproblem:This...
ScalingupHybridProbabilisticInferencewithLogicalandArithmeticConstraintsviaMessagePassingZheZeng1PaoloMorettin2FanqiYan3AntonioVergari1GuyVandenBroeck1Abstractmodelforthistaskhastodealwithcontinuou...
HybridStochastic-DeterministicMinibatchProximalGradient:Less-Than-Single-PassOptimizationwithNearlyOptimalGeneralizationPanZhou1Xiao-TongYuan2Abstract1.IntroductionStochasticvariance-reducedgradien...
HybridModelswithDeepandInvertibleFeaturesEricNalisnick1AkihiroMatsukawa1YeeWhyeTeh1DilanGorur1BalajiLakshminarayanan1Abstractdetection(Bishop,1994),semi-supervisedlearning(Drucketal.,2007),andinfor...
FastGradient-BasedMethodswithExponentialRate:AHybridControlFrameworkArmanSharifiKolarijani1PeymanMohajerinEsfahani1Tama´sKeciczky1Abstracttheanalysisanddesignofoptimizationalgorithms.Con-sideranit...