ThePowerofLog-Sum-Exp:SequentialDensityRatioMatrixEstimationforSpeed-AccuracyOptimizationTaikiMiyagawa1AkinoriF.Ebihara1AbstractMorietal.,2018).Earlyclassificationoftimeseriesisamulti-objectiveopti...
OnSignal-to-NoiseRatioIssuesinVariationalInferenceforDeepGaussianProcessesTimG.J.Rudner1OscarKey2YarinGal1TomRainforth1Abstract.42WeshowthatthegradientestimatesusedinregtrainingDeepGaussianProcesse...
Likelihood-freeMCMCwithAmortizedApproximateRatioEstimatorsJoeriHermans1VolodimirBegy2GillesLouppe1AbstractRatioofposteriordensitiesbetweenconsecutivestatesintheMarkovchain.Thisallowstheposteriortob...