"Machine"的相关文档

标签“Machine”的相关文档，共41条

Bayesian Differential Privacy for Machine Learning
BayesianDifferentialPrivacyforMachineLearningAlekseiTriastcyn1BoiFaltings1AbstractDespitenotableadvances,differentiallyprivateMLstillsuffersfromtwomajorproblems:(a)utilitylossduetoTraditionaldiffer...
Learning for Bayesian Machine Differential
2023-11-14 21:43:121379492.2 KB26
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Aligned Cross Entropy for Non-Autoregressive Machine Translation
AlignedCrossEntropyforNon-AutoregressiveMachineTranslationMarjanGhazvininejad1VladimirKarpukhin1LukeZettlemoyer1OmerLevy1AbstractTargetYittastesprettygoodthoughNon-autoregressiveMachinetranslationm...
for Machine Entropy Translation Aligned
2023-11-14 21:43:031805386.14 KB18
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Mixture Models for Diverse Machine Translation Tricks of the Trade
MixtureModelsforDiverseMachineTranslation:TricksoftheTradeTianxiaoShen1MyleOtt2MichaelAuli2Marc’AurelioRanzato2Abstractstylessuchasformal/informal,literal/notliteral,etc.Thisraisesthequestionofhow...
for Models Machine Translation Diverse
2023-11-13 14:47:5219151.2 MB27
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HOList An Environment for Machine Learning of Higher Order Logic Theorem Proving
HOList:AnEnvironmentforMachineLearningofHigher-OrderTheoremProvingKshitijBansal1SarahLoos1MarkusRabe1ChristianSzegedy1StewartWilcox1AbstractriSpeech(Panayotovetal.,2015)forspeechrecognition,theNet...
Learning of for An Machine
2023-11-13 14:47:251165262.33 KB26
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Fault Tolerance in Iterative-Convergent Machine Learning
FaultToleranceinIterative-ConvergentMachineLearningAurickQiao12BryonAragam3BingjingZhang1EricP.Xing123AbstractMachinelearning(ML)trainingalgorithmsoftenpossessaninherentself-correctingbehaviordueto...
Learning in Machine Fault Tolerance
2023-11-13 14:47:1113201.04 MB15
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Data Shapley Equitable Valuation of Data for Machine Learning
DataShapley:EquitableValuationofDataforMachineLearningAmirataGhorbani1JamesZou2Abstractnentofthemarketplace,similartolaborandcapital(Posner&Weyl,2018).Ithasbeensuggestedthatcertaindatacon-Asdatabec...
of for Data Machine Shapley
2023-11-13 14:46:487451.47 MB1
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AUCμ A Performance Metric for Multi-Class Machine Learning Models
AUCµ:APerformanceMetricforMulti-ClassMachineLearningModelsRossS.Kleiman1DavidPage12Abstractmulti-classAUCanalog.However,inourworkweshowthatMcanfailtoreturnascoreof1(perfectperformance),Theareaunde...
Learning for Machine Metric Multi-Class
2023-11-13 14:46:271384587.53 KB18
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Towards Black-box Iterative Machine Teaching
TowardsBlack-boxIterativeMachineTeachingWeiyangLiu1BoDai1XingguoLi2ZhenLiu1JamesM.Rehg1LeSong13AbstractCommonKnowledgeRepresentationSpaceInthispaper,wemakeanimportantstepto-wardstheblack-boxMachine...
Machine Iterative Teaching Towards Black-box
2023-11-13 12:00:5313234.48 MB29
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Residual Unfairness in Fair Machine Learning from Prejudiced Data
ResidualUnfairnessinFairMachineLearningfromPrejudicedDataNathanKallus1AngelaZhou2Abstractnewquestionsaboutthepossibleharmsoflearningfromdatawhichissubjecttohistoricalbias.Unlikeclean-cutpre-Recentw...
Learning from in Machine Fair
2023-11-13 12:00:341366678.64 KB29
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Orthogonal Machine Learning Power and Limitations
OrthogonalMachineLearning:PowerandLimitationsLesterMackey1VasilisSyrgkanis1IliasZadik12Abstractinaccurateinferencesconcerningtheparametersofinterest(thetreatmenteffects).√DoubleMachinelearningprov...
Learning and Machine Orthogonal Power
2023-11-13 12:00:2316021.15 MB30
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Machine Theory of Mind
MachineTheoryofMindNeilC.Rabinowitz1FrankPerbet1H.FrancisSong1ChiyuanZhang2MatthewBotvinick1Abstractofothers,suchastheirdesiresandbeliefs.ThisabilityistypicallydescribedasourTheoryofMind(PremackThe...
of Machine Theory Mind
2023-11-13 12:00:079975.59 MB20
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Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression
GeneralizedRobustBayesianCommitteeMachineforLarge-scaleGaussianProcessRegressionHaitaoLiu1JianfeiCai2YiWang3Yew-SoonOng24Abstractpredictivedistributionsattestpoints.InordertoscalestandardGaussianpr...
for Bayesian Robust Machine Large-Scale
2023-11-13 11:59:3819281.4 MB3
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Delayed Impact of Fair Machine Learning
DelayedImpactofFairMachineLearningLydiaT.Liu1SarahDean1EstherRolf1MaxSimchowitz1MoritzHardt1Abstractvantagedgroupsinthepopulation(ExecutiveOfﬁceofthePresident,2016;Barocas&Selbst,2016).Consequentl...
Learning of Machine Delayed Impact
2023-11-13 11:59:256941.73 MB29
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Competitive Caching with Machine Learned Advice
CompetitiveCachingwithMachineLearnedAdviceThodorisLykouris1SergeiVassilvitskii2Abstractdoingso,thesystemmayinvestitseffortsonreducingtheerroronthemajorityofinputs,attheexpenseofincreasedWedevelopaf...
with Machine Learned Competitive Caching
2023-11-13 11:59:16811288.69 KB9
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Asynchronous Byzantine Machine Learning (the case of SGD)
AsynchronousByzantineMachineLearning(thecaseofSGD)GeorgiosDamaskinos1ElMahdiElMhamdi1RachidGuerraoui1RhicheekPatra1MahsaTaziki1Abstract1.IntroductionAsynchronousdistributedMachinelearningso-Tokeepu...
Learning of Asynchronous the Machine
2023-11-13 11:59:051114612.76 KB5
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Analyzing Uncertainty in Neural Machine Translation
AnalyzingUncertaintyinNeuralMachineTranslationMyleOtt1MichaelAuli1DavidGrangier1Marc’AurelioRanzato1Abstractpublicbenchmarks.However,severalopenquestionsre-main(Koehn&Knowles,2017).Inthiswork,wean...
Neural in Machine Uncertainty Analyzing
2023-11-13 11:59:036791.88 MB28
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SARAH A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient
SARAH:ANovelMethodforMachineLearningProblemsUsingStochasticRecursiveGradientLamM.Nguyen1JieLiu1KatyaScheinberg12MartinTaka´cˇ1AbstractProblemsofthistypearisefrequentlyinsupervisedlearn-Inthispape...
Learning for Machine Method SARAH
2023-11-12 20:45:11513557.46 KB12
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Resource-efficient Machine Learning in 2 KB RAM for the Internet of Things
Resource-efﬁcientMachineLearningin2KBRAMfortheInternetofThingsAshishKumar1SaurabhGoyal2ManikVarma1Abstractory.TheBBCMicro:Bithasa32bitARMCortexM0mi-crocontrolleroperatingat16MHzwith16KBSRAMandThis...
Learning for in Machine Resource-efficient
2023-11-12 20:45:07902356.58 KB20
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Multi-Class Optimal Margin Distribution Machine
Multi-ClassOptimalMarginDistributionMachineTengZhang1Zhi-HuaZhou1AbstractRecently,themargintheoryforBoostinghasﬁnallybeendefended(Gao&Zhou,2013),andhasdisclosedthattheRecentstudiesdisclosethatmaxi...
Optimal Machine Distribution Multi-Class Margin
2023-11-12 20:44:491016161.05 KB25
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Iterative Machine Teaching
IterativeMachineTeachingWeiyangLiu1BoDai1AhmadHumayun1CharleneTay2ChenYu2LindaB.Smith2JamesM.Rehg1LeSong1AbstractPassiveDatasetProvidetrainingsetLearningSamplequeryInthispaper,weconsidertheproblemo...
Machine Iterative Teaching
2023-11-12 20:44:3410973.29 MB23
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