"Online"的相关文档

标签“Online”的相关文档，共91条

Efficient Online Learning for Dynamic k-Clustering
EfﬁcientOnlineLearningforDynamick-ClusteringDimitrisFotakis1GeorgiosPiliouras2StratisSkoulakis2Abstractwhilek-centerassumesp=∞(Lin&Vitter,1992;Kumaretal.,2010;Alamdari&Shmoys,2018).Westudydynamic...
Learning for Online Efficient Dynamic
2023-11-16 18:37:581416806.76 KB29
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ChaCha for Online AutoML
ChaChaforOnlineAutoMLQingyunWu1ChiWang1JohnLangford1PaulMineiro1MarcoRossi1Abstractsourcesarealsoatmuchlowervolumes,sowenatu-rallyseekapproacheswhichcanhandlevastlydifferentWeproposetheChaCha(Champ...
for Online ChaCha AutoML
2023-11-16 18:11:19787934.35 KB9
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Context-Aware Online Collective Inference for Templated Graphical Models
Context-AwareOnlineCollectiveInferenceforTemplatedGraphicalModelsCharlesDickens1ConnorPryor1EriqAugustine1AlexMiller1LiseGetoor1Abstractbyapredictor.Thesearetwoofmanyexamplesofproblemsthatarebothon...
for Online Inference Graphical Collective
2023-11-16 18:11:141140429.55 KB28
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Boosting for Online Convex Optimization
BoostingforOnlineConvexOptimizationEladHazan12KaranSingh3Abstractetal.,2012).ItiswellestablishedthattheregretcanbeboundedbyO(TlogH),whereHisthenumberofWeconsiderthedecision-makingframeworkofexperts...
for Online Optimization Convex Boosting
2023-11-16 18:07:381093302.73 KB26
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Restarted Bayesian Online Change-point Detector achieves Optimal Detection Delay
RestartedBayesianOnlineChange-pointDetectorachievesOptimalDetectionDelayRe´daAlami1OdalricMaillard2RaphaelFe´raud3Abstracttionfromvariousareasofmathematicalstatistics,informa-tiontheoryandcompute...
Online Bayesian Optimal Restarted Change-point
2023-11-14 21:46:101812629.98 KB18
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Real-Time Optimisation for Online Learning in Auctions
Real-TimeOptimisationforOnlineLearninginAuctionsLorenzoCroissant1MarcAbeille1Cle´mentCalauze`nes1Abstractcommonlyacceptedcompromisebetweenoptimalityandtractability.Theyprovidea2-approximation(Roug...
Learning for Online in Real-time
2023-11-14 21:46:061588774.08 KB3
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Projection-free Distributed Online Convex Optimization with $O( sqrtT)$ Communication Complexity
Projection-free√DistributedOnlineConvexOptimizationwithO(T)CommunicationComplexityYuanyuWan1Wei-WeiTu2LijunZhang1AbstractIncontrast,thelinearoptimizationstepinCGonlyrequirescomputingthetopsingular...
Online Distributed Optimization with Convex
2023-11-14 21:45:57662373.82 KB3
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Parameter-free, Dynamic, and Strongly-Adaptive Online Learning
Parameter-free,Dynamic,andStrongly-AdaptiveOnlineLearningAshokCutkosky12Abstractmeasureshowfastthetrainingalgorithmisabletoconvergetotheoptimalparametersw˚.Moregenerally,Onlinelearn-Weprovideanewo...
Learning Online and Dynamic Parameter-free
2023-11-14 21:45:49972261.56 KB9
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Online Pricing with Offline Data Phase Transition and Inverse Square Law
OnlinePricingwithOfﬂineData:PhaseTransitionandInverseSquareLawJinzhiBu1DavidSimchi-Levi1YunzongXu1Abstractofﬂinehistoricaldataset(basedonhistoricalactions)atthetimethatthelearnerstartsanOnlinelea...
Online with Data Phase transition
2023-11-14 21:45:40604471.85 KB27
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Online mirror descent and dual averaging keeping pace in the dynamic case
Onlinemirrordescentanddualaveraging:keepingpaceinthedynamiccaseHuangFang1NicholasJ.A.Harvey1VictorS.Portella1MichaelP.Friedlander1Abstractthebeneﬁtofhindsight.LettingTdenotethenumberofdecisions,th...
Online and Descent Mirror Dual
2023-11-14 21:45:391208314.89 KB15
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Online metric algorithms with untrusted predictions
OnlineMetricAlgorithmswithUntrustedPredictionsAntoniosAntoniadis1ChristianCoester2asdatacenters(Iranietal.,2003;Linetal.,2013),andareMarekElia´sˇ3AdamPolak4BertrandSimon5alsorelatedtotheexpertspr...
Online Algorithms with Metric Predictions
2023-11-14 21:45:391524306.82 KB7
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Online Multi-Kernel Learning with Graph-Structured Feedback
OnlineMulti-KernelLearningwithGraph-StructuredFeedbackPouyaMGhari1YanningShen1Abstractwhilethedata-drivenmulti-kernellearning(MKL)approachismorepowerful,asitlearnstheoptimalkernelfromadic-Multi-ker...
Learning Online with Feedback Graph-structured
2023-11-14 21:45:39930459.24 KB6
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Online Learning with Dependent Stochastic Feedback Graphs
OnlineLearningwithDependentStochasticFeedbackGraphsCorinnaCortes1GiuliaDeSalvo1ClaudioGentile1MehryarMohri1NingshanZhang2AbstractofOnlinelearningintroducedbyMannor&Shamir(2011),wherelossobservabili...
Learning Online with Stochastic graphs
2023-11-14 21:45:399203.39 MB15
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Online Learning for Active Cache Synchronization
OnlineLearningforActiveCacheSynchronizationAndreyKolobov1Se´bastienBubeck1JulianZimmert2AbstractSYNCHRONIZATIONMABs.Inthesesettings,theagentcanbethoughtofasholdingcopiesofKﬁleswhoseoriginalsExist...
Learning Active for Online Synchronization
2023-11-14 21:45:39684508.56 KB20
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Online Learning with Imperfect Hints
OnlineLearningwithImperfectHintsAdityaBhaskara1AshokCutkosky23RaviKumar2ManishPurohit2Abstracthencedesirable.TheframeworkofOnlineconvexoptimiza-tionisquitepowerful,general,andhasbeenextensivelyWeco...
Learning Online with Imperfect Hints
2023-11-14 21:45:381885270.39 KB3
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Online Convex Optimization in the Random Order Model
OnlineConvexOptimizationintheRandomOrderModelDanGarber1GalKorcia2KﬁrY.Levy2Abstractpowerfulandpopularparadigmformodelingsequentialpre-dictionproblemsinfaceofuncertainty.ItsmainstrengthOnlineConvex...
Online Optimization the random in
2023-11-14 21:45:381467457.62 KB19
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Online Learned Continual Compression with Adaptive Quantization Modules
OnlineLearnedContinualCompressionwithAdaptiveQuantizationModulesLucasCaccia123EugeneBelilovsky42MassimoCaccia425JoellePineau123Abstractetal.,2017;Balle´etal.,2016;Johnstonetal.,2018).Yetitsapplica...
Adaptive Online with Continual Compression
2023-11-14 21:45:3813662.15 MB8
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Online Dense Subgraph Discovery via Blurred-Graph Feedback
OnlineDenseSubgraphDiscoveryviaBlurred-GraphFeedbackYukoKuroki12AtsushiMiyauchi12JunyaHonda12MasashiSugiyama21Abstractsity),whichisdeﬁnedashalftheaveragedegreeofthesub-graphinducedbythesubset.Unli...
Online Discovery via Subgraph Feedback
2023-11-14 21:45:387742.04 MB4
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Online Control of the False Coverage Rate and False Sign Rate
OnlineControloftheFalseCoverageRateandFalseSignRateAsafWeinstein1AadityaRamdas2AbstractcanbesummarizedbytheobservationXt∼N(θt,1),in-dependentofallthepreviousobservations{Xi}i<t.Thereproducibility...
of Online the Control False
2023-11-14 21:45:371815586.41 KB4
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Online Continual Learning from Imbalanced Data
OnlineContinualLearningfromImbalancedDataAristotelisChrysakis1Marie-FrancineMoens1Abstractisavastlydifferentstory.Overourlivesweperceiveastreamoftemporallycorrelated,unlabeledobservations,andAwell-...
Learning from Online Data Continual
2023-11-14 21:45:3710231.67 MB24
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