"Algorithms"的相关文档 - 文库宝

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标签“Algorithms”的相关文档，共77条

The Limits of Min-Max Optimization Algorithms Convergence to Spurious Non-Critical Sets
TheLimitsofMin-MaxOptimizationAlgorithms:ConvergencetoSpuriousNon-CriticalSetsYa-PingHsieh1PanayotisMertikopoulos23VolkanCevher4AbstractGivenanalgorithmforsolving(SP),itisthennaturaltoComparedtoord...
of Optimization Algorithms Convergence the
2023-11-16 19:42:068073.08 MB2
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The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks
TheImplicitRegularizationforAdaptiveOptimizationAlgorithmsonHomogeneousNeuralNetworksBohanWang1QiMeng1WeiChen1Tie-YanLiu1Abstractprocessing(Youngetal.,2018).Inpractice,deepneuralnetworks(DNN)learne...
Adaptive for Optimization Algorithms the
2023-11-16 19:42:051102737 KB22
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Streaming and Distributed Algorithms for Robust Column Subset Selection
StreamingandDistributedAlgorithmsforRobustColumnSubsetSelectionShuliJiang1DongyuLi1IreneMengzeLi1ArvindV.Mahankali1DavidP.Woodruff1AbstractV∈Rk×nsuchthatUV−Aisminimized(Clarkson&Woodruff,2013;Wo...
for Distributed and Algorithms Robust
2023-11-16 19:41:581188664.56 KB18
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Stochastic Sign Descent Methods New Algorithms and Better Theory
StochasticSignDescentMethods:NewAlgorithmsandBetterTheoryMherSafaryan1PeterRichtárik12Abstracthencethetrainingdataistypicallysplitandstoredacrossanumberofcomputenodescapableofworkinginparallel.Var...
and Algorithms Descent Methods Stochastic
2023-11-16 19:41:575441.69 MB1
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Randomized Algorithms for Submodular Function Maximization with a $k$-System Constraint
RandomizedAlgorithmsforSubmodularFunctionMaximizationwithak-SystemConstraintShuangCui1KaiHan1TianshuaiZhu1JingTang2BenweiWu1HeHuang3Abstractsourcing(Singlaetal.,2016;Hanetal.,2018a),cluster-ing(Gom...
for Submodular Maximization Algorithms with
2023-11-16 19:28:38600394.43 KB12
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Quantum Algorithms for reinforcement learning with a generative model
QuantumAlgorithmsforReinforcementLearningwithaGenerativeModelDaochenWang1AarthiSundaram2RobinKothari2AshishKapoor3MartinRoetteler2AbstractfasterAlgorithmsforcertaintaskslikesearchandfactor-ing(Grov...
Learning for Generative Algorithms with
2023-11-16 19:28:371536405.27 KB14
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Quantization Algorithms for Random Fourier Features
QuantizationAlgorithmsforRandomFourierFeaturesXiaoyunLi,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{lixiaoyun996,pingli98}@gmail.comAbstract1.IntroductionThemethodofrando...
for Algorithms random Features Fourier
2023-11-16 19:28:36606832.7 KB7
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Putting the “Learning into Learning-Augmented Algorithms for Frequency Estimation
Puttingthe“Learning”intoLearning-AugmentedAlgorithmsforFrequencyEstimationElbertDu12FranklynWang12MichaelMitzenmacher2AbstractbyθandanalgorithmAInlearning-augmentedAlgorithms,AlgorithmsmaxM(θ,A...
Learning for Algorithms the into
2023-11-16 19:28:351713744.13 KB28
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Provably Efficient Algorithms for Multi-Objective Competitive RL
ProvablyEfﬁcientAlgorithmsforMulti-ObjectiveCompetitiveRLTianchengYu1YiTian1JingzhaoZhang1SuvritSra1Abstractaveragereturntoatargetsetsmallaslongasthissetsatisﬁesaconditioncalledapproachability(Bl...
for Efficient Algorithms Provably Multi-objective
2023-11-16 19:28:34549451.99 KB18
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Optimal Streaming Algorithms for Multi-Armed Bandits
OptimalStreamingAlgorithmsforMulti-ArmedBanditsTianyuanJin1KekeHuang1JingTang2XiaokuiXiao1Abstractson,1933),onlineadvertisement(Bertsimas&Mersereau,2007),andcrowdsourcing(Zhouetal.,2014).Ittypicall...
for Algorithms Optimal Bandits Multi-armed
2023-11-16 19:28:261878303.08 KB2
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One-sided Frank-Wolfe Algorithms for saddle problems
One-sidedFrank-WolfeAlgorithmsforsaddleproblemsVladimirKolmogorov1ThomasPock2AbstractwhereX,Yareﬁnitedimensionalspaces,equippedwithaninnerproduct·,·andK:X→YisaboundedWestudyaclassofconvex-conca...
for Algorithms Saddle Problems Frank-Wolfe
2023-11-16 19:28:2314812.89 MB28
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No-regret Algorithms for Capturing Events in Poisson Point Processes
No-regretAlgorithmsforCapturingEventsinPoissonPointProcessesMojmírMutný1AndreasKrause1Abstractoverthesenseddomain.Inparticular,weassumetheratefunctioncanbemodeledasamemberofareproducingInhomogene...
for Algorithms in No-Regret Poisson
2023-11-16 19:15:3912833.23 MB4
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Near-Optimal Algorithms for Explainable k-Medians and k-Means
Near-optimalAlgorithmsforExplainablek-Mediansandk-MeansKonstantinMakarychev1LirenShan1Abstractscriptionisnotnecessarilyeasytointerpretforahuman.Everyk-mediansork-meansclusteringisdeﬁnedbyasetWecon...
for and Algorithms k-Means Near-Optimal
2023-11-16 19:15:321370317.65 KB10
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Local Algorithms for Finding Densely Connected Clusters
LocalAlgorithmsforFindingDenselyConnectedClustersPeterMacgregor1HeSun1Abstract1.1.OurContributionLocalgraphclusteringisanimportantalgorithmicWestudylocalgraphclusteringforlearningthestructuretechni...
for Algorithms Local Connected Finding
2023-11-16 19:05:0913691.48 MB3
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Learning Online Algorithms with Distributional Advice
LearningOnlineAlgorithmswithDistributionalAdviceIliasDiakonikolas1VasilisKontonis1ChristosTzamos1AliVakilian2NikosZariﬁs1Abstractversary(Koutsoupias&Papadimitriou,2000).Amorere-centlineofworkstudi...
Learning Online Algorithms with Distributional
2023-11-16 19:05:021693320.95 KB14
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Improved Corruption Robust Algorithms for Episodic Reinforcement Learning
ImprovedCorruptionRobustAlgorithmsforEpisodicReinforcementLearningYifangChen1SimonS.Du1KevinJamieson1Abstractstageaccordingtotheunderlyingtransitionfunction.Westudyepisodicreinforcementlearningunde...
for Algorithms Reinforcement Robust Improved
2023-11-16 18:47:01874288.01 KB23
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Improved Algorithms for Agnostic Pool-based Active Classification
ImprovedAlgorithmsforAgnosticPool-basedActiveClassiﬁcationJulianKatz-Samuels1JifanZhang2LalitJain2KevinJamieson2Abstractlearningmethodsrequirethatthisdatabelabeledandreli-ablelabelsarecostlysincet...
Active for Algorithms Classification Improved
2023-11-16 18:47:0013141.87 MB29
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Hierarchical Clustering of Data Streams Scalable Algorithms and Approximation Guarantees
HierarchicalClusteringofDataStreams:ScalableAlgorithmsandApproximationGuaranteesAnandRajagopalan1FabioVitale2DannyVainstein3GuiCitovsky1CeciliaM.Procopiuc1ClaudioGentile1Abstractwithinhighlydynamic...
of Algorithms Data Streams Hierarchical
2023-11-16 18:46:541216478.06 KB8
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Fixed-Parameter and Approximation Algorithms for PCA with Outliers
Fixed-ParameterandApproximationAlgorithmsforPCAwithOutliersYogeshDahiya1FedorFomin2FahadPanolan3KirillSimonov2AbstractYoung,1936),PCAisefﬁcientlysolvableviaSingularValueDecomposition(SVD).PCAisuse...
for and Algorithms Approximation with
2023-11-16 18:38:12646437.79 KB8
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f-Domain Adversarial Learning Theory and Algorithms
f-Domain-AdversarialLearning:TheoryandAlgorithmsDavidAcuna123GuojunZhang43MarcT.Law1SanjaFidler123Abstractlabeledandunlabeleddatasets,anditisexpectedtogen-eralizewelltothetargetdatasetifthegapbetwe...
Learning Adversarial and Algorithms Theory
2023-11-16 18:38:09533815.97 KB15
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