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标签“Machine”的相关文档，共41条

Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation
Order-AgnosticCrossEntropyforNon-AutoregressiveMachineTranslationCunxiaoDu1ZhaopengTu2JingJiang1AbstractAnumberofrecenteffortshaveexploredwaystoimprovetheNATmodels’abilitytohandlemultimodality.One...
for Machine Entropy Translation Cross
2023-11-16 19:28:261987878.82 KB26
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Online Unrelated Machine Load Balancing with Predictions Revisited
OnlineUnrelatedMachineLoadBalancingwithPredictionsRevisitedShiLi1JiayiXian1Abstractlearnedeasily.Aspredictionsareoftenerror-prone,ide-allytheperformanceofthealgorithmshoulddeteriorateWestudytheonli...
Online with Machine Balancing Predictions
2023-11-16 19:28:241071325.55 KB11
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Matrix Sketching for Secure Collaborative Machine Learning
MatrixSketchingforSecureCollaborativeMachineLearningMengjiaoZhang1ShusenWang1Abstractclients,eachclientusesabatchoflocaldatatocomputeastochasticgradient,andtheserveraggregatesthestochas-Collaborati...
Learning for Matrix Machine Collaborative
2023-11-16 19:05:1413091.01 MB27
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Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling
MassivelyParallelandAsynchronousTsetlinMachineArchitectureSupportingAlmostConstant-TimeScalingKurugeDarshanaAbeyrathna1BimalBhattarai1MortenGoodwin1SaeedRahimiGorji1Ole-ChristofferGranmo1LeiJiao1Ru...
and Asynchronous Machine Architecture Parallel
2023-11-16 19:05:1413661.18 MB6
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Markpainting Adversarial Machine Learning meets Inpainting
Markpainting:AdversarialMachineLearningmeetsInpaintingDavidKhachaturov1IliaShumailov12YirenZhao1NicolasPapernot2RossAnderson1Abstractareainwithartiﬁciallygeneratedcontent.Inpaintingisalearnedinter...
Learning Adversarial Machine Meets Markpainting
2023-11-16 19:05:1418932.77 MB6
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Machine Unlearning for Random Forests
MachineUnlearningforRandomForestsJonathanBrophy1DanielLowd1Abstract1.IntroductionRespondingtouserdatadeletionrequests,remov-Recentlegislation(EU,2016;California,2018;Canada,ingnoisyexamples,ordelet...
for random Machine Forests Unlearning
2023-11-16 19:05:1318251.24 MB8
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Mixed Cross Entropy Loss for Neural Machine Translation
MixedCrossEntropyLossforNeuralMachineTranslationHaoranLi1WeiLu1AbstractSourceDieGeburtenrategehtweiterzurück.one-hotmodelgroundpredictiontruthInneuralMachinetranslation,crossentropy(CE)isthestanda...
Neural for Machine Loss Entropy
2023-11-16 19:04:5610931.53 MB13
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Label Distribution Learning Machine
LabelDistributionLearningMachineJingWang12XinGeng12AbstractHAP:1.39descriptiondegree0.30SAD:2.030.25AlthoughLabelDistributionLearning(LDL)hasSUR:1.57witnessedextensiveclassiﬁcationapplications,itA...
Learning Machine Distribution Label
2023-11-16 18:46:4118494.58 MB12
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Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks
KnowledgeEnhancedMachineLearningPipelineagainstDiverseAdversarialAttacksNeziheMerveGu¨rel1XiangyuQi2LukaRimanic1CeZhang1BoLi3Abstract1.IntroductionDespitethegreatsuccessesachievedbydeepneu-Recents...
Learning Machine Knowledge Diverse against
2023-11-16 18:46:411436823.12 KB9
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Cross-model Back-translated Distillation for Unsupervised Machine Translation
Cross-modelBack-translatedDistillationforUnsupervisedMachineTranslationXuan-PhiNguyen12ShaﬁqJoty13Thanh-TungNguyen12WuKui2AiTiAw2Abstractmonolingualdatahasbeenactive.WhileRavi&Knight(2011)andKleme...
for Unsupervised Machine Distillation Translation
2023-11-16 18:30:531057270.76 KB7
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Transfer Learning without Knowing Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources
TransferLearningwithoutKnowing:ReprogrammingBlack-boxMachineLearningModelswithScarceDataandLimitedResourcesYun-YunTsai1Pin-YuChen2Tsung-YiHo1Abstractatargetdomainbasedontheknowledgetransferredfroma...
Learning without Transfer Machine Black-box
2023-11-14 21:46:516901.36 MB20
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The Non-IID Data Quagmire of Decentralized Machine Learning
TheNon-IIDDataQuagmireofDecentralizedMachineLearningKevinHsieh12AmarPhanishayee1OnurMutlu32PhillipB.Gibbons2AbstractTheseconstraintsmotivatetheneedforMLtrainingoverwidelydistributeddata(decentraliz...
of the Data Decentralized Machine
2023-11-14 21:46:45612843.51 KB25
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On Learning Language-Invariant Representations for Universal Machine Translation
OnLearningLanguage-InvariantRepresentationsforUniversalMachineTranslationHaoZhao1JunjieHu1AndrejRisteski1Abstractlectionofparallelcorporaatalargescale,ontheorderofmillionsorevenbillionsofalignedsen...
Learning for Representations on Machine
2023-11-14 21:45:305531.56 MB1
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Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics
MeasuringNon-ExpertComprehensionofMachineLearningFairnessMetricsDebjaniSaha1CandiceSchumann1DuncanC.McElfresh1JohnP.Dickerson1MichelleL.Mazurek1MichaelCarlTschantz2Abstractoffairnesscanhavesigniﬁc...
Learning of Machine Fairness Measuring
2023-11-14 21:45:081441426.82 KB6
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Evolving Machine Learning Algorithms From Scratch
AutoML-Zero:EvolvingMachineLearningAlgorithmsFromScratchEstebanReal1ChenLiang1DavidR.So1QuocV.Le1Abstractﬁeld,rangingfromlearningstrategiestonewarchitectures[Rumelhartetal.,1986;LeCunetal.,1995;Ho...
Learning from Algorithms Machine Evolving
2023-11-14 21:44:0619791.41 MB7
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Evaluating Machine Accuracy on ImageNet
EvaluatingMachineAccuracyonImageNetVaishaalShankar1RebeccaRoelofs2HoriaMania1AlexFang1BenjaminRecht1LudwigSchmidt1AbstractInthispaper,wecontextualizeprogressonImageNetbycomparingawiderangeofImageNe...
on Machine Evaluating Accuracy ImageNet
2023-11-14 21:44:056971.62 MB16
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DeltaGrad Rapid retraining of Machine learning models
DeltaGrad:RapidretrainingofMachinelearningmodelsYinjunWu1EdgarDobriban2SusanB.Davidson1AbstractFigure1.RunningtimeofourDeltaGradalgorithmforretrainingalogisticregressionmodelonRCV1asafunctionofthef...
Learning of Models Machine Rapid
2023-11-14 21:43:4716991.16 MB25
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Coresets for Data-efficient Training of Machine Learning Models
CoresetsforData-efﬁcientTrainingofMachineLearningModelsBaharanMirzasoleiman1JeffBilmes2JureLeskovec1AbstractTrainingMachinelearningmodelsoftenreducestooptimiz-Incrementalgradient(IG)methods,suchas...
Learning of for Coresets Data-Efficient
2023-11-14 21:43:395361.1 MB27
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Collaborative Machine Learning with Incentive-Aware Model Rewards
CollaborativeMachineLearningwithIncentive-AwareModelRewardsRachaelHweeLingSim1YehongZhang1MunChoonChan1BryanKianHsiangLow1Abstractfromotherhospitalsandﬁrmstoimprovethepredictionofsomediseaseprogre...
Learning with Model Machine Collaborative
2023-11-14 21:43:2816874.24 MB9
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Certified Data Removal from Machine Learning Models
CertiﬁedDataRemovalfromMachineLearningModelsChuanGuo1TomGoldstein2AwniHannun2LaurensvanderMaaten2Abstractinferenceattacks(Yeometal.,2018;Carlinietal.,2019)areunsuccessfulondatathatwasremovedfromth...
Learning from Models Data Machine
2023-11-14 21:43:2511466.82 MB1
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