ParallelandFlexibleSamplingfromAutoregressiveModelsviaLangevinDynamicsVivekJayaram1JohnThickstun1Abstractlimittheusefulnessofautoregressivemodelsinpracticalsettings.First,ancestralsamplinghastimeco...
FlexibleandEfficientLong-RangePlanningThroughCuriousExplorationAidanCurtis1MinjianXin2DilipArumugam3KevinFeigelis3DanielYamins3Abstract1.IntroductionIdentifyingalgorithmsthatflexiblyandefficientlyM...
InsertionTransformer:FlexibleSequenceGenerationviaInsertionOperationsMitchellStern12WilliamChan1JamieKiros1JakobUszkoreit1AbstractChanetal.,2016),speechsynthesis(Oordetal.,2016a;Wangetal.,2017),ima...
FastandFlexibleInferenceofJointDistributionsfromtheirMarginalsCharlieFrogner1TomasoPoggio2Abstractjointobservationsandinsteadmustrelyonobservationsofthevariablestakenseparately.Politicalscientists,...
prDeep:RobustPhaseRetrievalwithaFlexibleDeepNetworkChristopherA.Metzler1PhilipSchniter2AshokVeeraraghavan1RichardG.Baraniuk1AbstractPRalgorithmswerefirstdevelopedintheearly1970sandhavebeencontinuou...
PIPPS:FlexibleModel-BasedPolicySearchRobusttotheCurseofChaosPaavoParmas1CarlEdwardRasmussen2JanPeters34KenjiDoya1AbstractVelocityPreviously,theexplodinggradientproblemhasPositionPositionbeenexplain...
DeepIV:AFlexibleApproachforCounterfactualPredictionJasonHartford1GregLewis2KevinLeyton-Brown1MattTaddy2Abstractdatatooptimizethepricesitchargesitscustomers:inthiscase,priceisthetreatmentvariableand...