TheBoomerangSamplerJorisBierkens1SebastianoGrazzi1KengoKamatani2GarethRoberts3AbstractPartlymotivatedbythis,inrecentyearstherehasbeenasurgeinthedevelopmentofinnovativepiecewisedeterminis-Thispaperi...
StochasticGradientMonomialGammaSamplerYizheZhang1ChangyouChen1ZheGan1RicardoHenao1LawrenceCarin1Abstractics,leadingtoHamiltonianMonteCarlo(HMC)(Duaneetal.,1987).Aidedbygradientinformation,HMCisable...
StochasticBouncyParticleSamplerAriPakman1DarGilboa1DavidCarlson2LiamPaninski1Abstractinclude(Ahnetal.,2012;Dingetal.,2014).Weintroduceastochasticversionofthenon-Despitethesuccessoftheaboveapproach,...
ImprovingGibbsSamplerScanQualitywithDoGS12IoannisMitliagkasLesterMackeyAbstracttion.Theprincipaldegreeoffreedomisthescan,theorderinwhichvariablesaresampled(Heetal.,2016).WhileitThepairwiseinfluence...