"Uncertainty"的相关文档 - 文库宝

开通VIP限时优惠

|

登录 | 注册

标签“Uncertainty”的相关文档，共25条

Uncertainty Weighted Actor-Critic for Offline Reinforcement Learning
UncertaintyWeightedActor-CriticforOfﬂineReinforcementLearningYueWu12ShuangfeiZhai1NitishSrivastava1JoshuaSusskind1JianZhang1RuslanSalakhutdinov2HanlinGoh1Abstractleveragingpriorexperience(Langeeta...
Learning for Reinforcement Uncertainty Actor-Critic
2023-11-16 19:42:1713508.62 MB14
下载文档
Uncertainty Principles of Encoding GANs
UncertaintyPrinciplesofEncodingGANsRuiliFeng1ZhouchenLin‡23JiapengZhu4DeliZhao5JinrenZhou5Zheng-JunZha†1Abstract1.IntroductionThecompellingsynthesisresultsofGenerativeGenerativeAdversarialNetwork...
of GANs Uncertainty Encoding Principles
2023-11-16 19:42:1616394.41 MB24
下载文档
Reinforcement Learning Under Moral Uncertainty
ReinforcementLearningUnderMoralUncertaintyAdrienEcoffet12JoelLehman12AbstractWhilesuchaccomplishmentsaresigniﬁcant,progresshasbeenlessstraight-forwardinapplyingRLtounstructuredAnambitiousgoalforma...
Learning Reinforcement under Uncertainty Moral
2023-11-16 19:41:301798361.6 KB18
下载文档
Evaluating Robustness of Predictive Uncertainty Estimation Are Dirichlet-based Models Reliable
EvaluatingRobustnessofPredictiveUncertaintyEstimation:AreDirichlet-basedModelsReliable?Anna-KathrinKopetzki1BertrandCharpentier1DanielZügner1SandhyaGiri1StephanGünnemann1AbstractFigure1.Visualiza...
of Estimation Evaluating Are Robustness
2023-11-16 18:38:021884710.4 KB7
下载文档
A Bit More Bayesian Domain-Invariant Learning with Uncertainty
ABitMoreBayesian:Domain-InvariantLearningwithUncertaintyZehaoXiao1JiayiShen1XiantongZhen12LingShao2CeesG.M.Snoek1AbstractLietal.,2018a)orspeciﬁcarchitectures(Lietal.,2017;D’Innocente&Caputo,2018)...
Learning with Bayesian Uncertainty More
2023-11-16 17:52:011820868.57 KB2
下载文档
Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift
UnlabelledDataImprovesBayesianUncertaintyCalibrationunderCovariateShiftAlexJ.Chan1AhmedM.Alaa2ZhaozhiQian1MihaelavanderSchaar123Abstracttityoflabelledi.i.ddataareavailable(Krizhevskyetal.,2012).How...
Bayesian Data under Calibration Uncertainty
2023-11-14 21:46:5617413.06 MB23
下载文档
Uncertainty quantification for nonconvex tensor completion Confidence intervals, heteroscedasticity and optimality
Uncertaintyquantiﬁcationfornonconvextensorcompletion:Conﬁdenceintervals,heteroscedasticityandoptimalityChangxiaoCai1H.VincentPoor1YuxinChen1Abstractinformationabouttheunknowntensorplaysapivotalro...
for Completion Tensor Nonconvex Uncertainty
2023-11-14 21:46:531286640 KB30
下载文档
Thompson Sampling via Local Uncertainty
ThompsonSamplingviaLocalUncertaintyZhendongWang1MingyuanZhou1Abstractbecomeacommonpractice.Sincethemodeltraininganddatacollectionusuallyhappenatthesametime,themodelThompsonsamplingisanefﬁcientalgo...
Sampling Local via Thompson Uncertainty
2023-11-14 21:46:471258784.54 KB12
下载文档
Simple and Scalable Epistemic Uncertainty Estimation Using a Single Deep Deterministic Neural Network
UncertaintyEstimationUsingaSingleDeepDeterministicNeuralNetworkJoostvanAmersfoort1LewisSmith1YeeWhyeTeh2YarinGal1Abstract(a)DeepEnsembles(b)Ourmodel-DUQWeproposeamethodfortrainingadeterminis-Figure...
Using and simple Estimation Uncertainty
2023-11-14 21:46:249922.27 MB23
下载文档
SDE-Net Equipping Deep Neural Networks with Uncertainty Estimates
SDE-Net:EquippingDeepNeuralNetworkswithUncertaintyEstimatesLingkaiKong1JimengSun2ChaoZhang1Abstractbilitiesforclassiﬁcation(Guoetal.,2017).Moreover,theycanmakeerroneousyetwildlyconﬁdentprediction...
Neural Networks with Deep Uncertainty
2023-11-14 21:46:1917579.31 MB24
下载文档
NADS Neural Architecture Distribution Search for Uncertainty Awareness
NADS:NeuralArchitectureDistributionSearchforUncertaintyAwarenessRandyArdywibowo1ShahinBoluki1XinyuGong2ZhangyangWang2XiaoningQian1Abstractlousdatacancomeinsettingssuchasinautonomousdriv-ing(Kendall...
Neural for Search Distribution Architecture
2023-11-14 21:45:1815013.89 MB7
下载文档
Mix-n-Match Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning
Mix-n-Match:EnsembleandCompositionalMethodsforUncertaintyCalibrationinDeepLearningJizeZhang1BhavyaKailkhura1T.Yong-JinHan1AbstractFigure1.(Top):(left)TemperatureScaling(TS)(Guoetal.,2017)isdata-ef...
for and Methods Uncertainty Ensemble
2023-11-14 21:45:1111192.38 MB16
下载文档
Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions
FrequentistUncertaintyinRecurrentNeuralNetworksviaBlockwiseInﬂuenceFunctionsAhmedM.Alaa1MihaelavanderSchaar12Abstract(a)Blockwiseresampling(b)SequentialconfidenceintervalsRNNPredictionsRecurrentne...
Neural Networks Recurrent via in
2023-11-14 21:44:1711212.78 MB14
下载文档
Estimating Model Uncertainty of Neural Network in Sparse Information Form
EstimatingModelUncertaintyofNeuralNetworksinSparseInformationFormJongseokLee1MatthiasHumt1JianxiangFeng12RudolphTriebel12Abstractferencewhatlinearmapsareforalgebra.Forexample,oncetheposteriordistri...
of Neural Model in Network
2023-11-14 21:44:047711.15 MB15
下载文档
Discriminative Jackknife Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions
DiscriminativeJackknife:QuantifyingUncertaintyinDeepLearningviaHigher-OrderInﬂuenceFunctionsAhmedM.Alaa1MihaelavanderSchaar12Abstractsupport(Alaa&vanderSchaar,2017),autonomousve-hicles,andﬁnancia...
Learning Deep in Uncertainty Discriminative
2023-11-14 21:43:5015742.15 MB12
下载文档
On discriminative learning of prediction Uncertainty
OnDiscriminativeLearningofPredictionUncertaintyVojtechFranc1DanielPrusa1Abstractplug-inruleobtainedafterreplacingtheposteriorprobabili-tiesbytheirestimates.Aqualityoftheplug-inruleheavilyInclassiﬁ...
Learning of on Prediction Uncertainty
2023-11-13 14:48:025751.49 MB14
下载文档
Hiring Under Uncertainty
HiringUnderUncertaintyManishRaghavan1ManishPurohit2SreenivasGollapudi2AbstracttheproblemandthekeyquestiontackledishowtoﬁndagoodsetofcandidateswhenthepooloffuturecandidatesInthispaperweintroducethe...
under Uncertainty Hiring
2023-11-13 14:47:26610457.9 KB1
下载文档
Exploiting structure of Uncertainty for efficient matroid semi-bandits
ExploitingStructureofUncertaintyforEfﬁcientMatroidSemi-BanditsPierrePerrault12VianneyPerchet23MichalValko14Abstracttimeandspacecomplexity)oftheircombinatorialgeneral-ization,inwhichtheagentselects...
of for Efficient Exploiting Structure
2023-11-13 14:47:051065471.67 KB18
下载文档
Direct Uncertainty Prediction for Medical Second Opinions
DirectUncertaintyPredictionforMedicalSecondOpinionsMaithraRaghu12KatyBlumer2RorySayres2ZiadObermeyer3RobertKleinberg1SendhilMullainathan4JonKleinberg1Abstractlabellersnowbeinghighlytrainedmedicalex...
for Prediction Uncertainty Direct Medical
2023-11-13 14:46:5415981.82 MB20
下载文档
The Uncertainty Bellman Equation and Exploration
TheUncertaintyBellmanEquationandExplorationBrendanO’Donoghue1IanOsband1RemiMunos1VolodymyrMnih1Abstracttionsthatmaximizerewardsgivenitscurrentknowledge?Weconsidertheexploration/exploitationprob-Se...
and the Bellman Exploration Uncertainty
2023-11-13 12:00:511962641.37 KB2
下载文档

首页上页 1 2 下页尾页

确认删除?

VIP会员服务
限时5折优惠