"Guarantees"的相关文档 - 文库宝

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标签“Guarantees”的相关文档，共26条

Guarantees for Tuning the Step Size using a Learning-to-Learn Approach
GuaranteesforTuningtheStepSizeusingaLearning-to-LearnApproachXiangWang1ShuaiYuan1ChenweiWu1RongGe1Abstractrinetal.(2015)consideredtheideaoftuningtheseparame-tersbyoptimization—thatis,considerameta...
for Using Guarantees the Tuning
2023-11-16 18:46:52717372.01 KB23
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Generalization Guarantees for Neural Architecture Search with Train-Validation Split
GeneralizationGuaranteesforNeuralArchitectureSearchwithTrain-ValidationSplitSametOymak1MingchenLi2MahdiSoltanolkotabi3Abstractportantfordeeplearningapplicationswheretherearemanypossibilitiesforchoo...
Neural for with Guarantees Search
2023-11-16 18:46:4516522.16 MB29
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Distribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting
Distribution-FreeCalibrationGuaranteesforHistogramBinningwithoutSampleSplittingChiragGupta1AadityaRamdas1Abstractthegoalistorecalibrateexisting(‘pre-learnt’)classiﬁersthatarepowerfuland(statisti...
for Guarantees without Calibration Distribution-Free
2023-11-16 18:30:48699888.97 KB19
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Adversarial Robustness Guarantees for Random Deep Neural Networks
AdversarialRobustnessGuaranteesforRandomDeepNeuralNetworksGiacomoDePalma123BobakT.Kiani34SethLloyd23Abstractanextremelysmallperturbationcanchangethelabelofacorrectlyclassifedimage.Thispropertyposes...
Neural for Adversarial Guarantees Deep
2023-11-16 18:00:281986952.7 KB19
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Additive Error Guarantees for Weighted Low Rank Approximation
AdditiveErrorGuaranteesforWeightedLowRankApproximationAdityaBhaskara1AravindaKanchanaRuwanpathirana1MaheshakyaWijewardena1Abstractmatrixversionturnsouttobechallenging.Formally,theLow-rankapproximat...
for Rank Guarantees low Error
2023-11-16 18:00:2515842.56 MB15
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Provable Smoothness Guarantees for Black-Box Variational Inference
ProvableSmoothnessGuaranteesforBlack-BoxVariationalInferenceJustinDomke1AbstractRanganathetal.,2014;Regieretal.,2017a;Kucukelbiretal.,2017)hasfocusedona“blackbox”modelwhereBlack-boxvariationalinf...
for Inference Variational Guarantees Provable
2023-11-14 21:45:598831.36 MB23
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Provable Guarantees for decision tree induction the agnostic setting
ProvableGuaranteesforDecisionTreeInduction:TheAgnosticSettingGuyBlanc1JaneLange1Li-YangTan1AbstractnowthattheybuildadecisiontreeTforabinaryclassiﬁerf:Rn→{0,1}inagreedy,top-downfashion:Wegivestren...
for Guarantees the Tree Decision
2023-11-14 21:45:581123418.12 KB13
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Generalization Guarantees for Sparse Kernel Approximation with Entropic Optimal Features
GeneralizationGuaranteesforSparseKernelApproximationwithEntropicOptimalFeaturesLiangDing1RuiTuo1ShahinShahrampour1AbstractSupportVectorMachines(SVM)).Despitetheirsuccess,kernelmethodssufferfromInth...
for Kernel Sparse Approximation with
2023-11-14 21:44:211504557.11 KB24
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Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions
ApproximationGuaranteesofLocalSearchAlgorithmsviaLocalizabilityofSetFunctionsKaitoFujii1Abstractproblemofﬁndingan(approximately)optimalsetfromallfeasiblesets.VariousmachinelearningtaskshavebeenThi...
of Algorithms Approximation Guarantees Local
2023-11-14 21:43:081421644.72 KB24
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Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks
AdversarialLearningGuaranteesforLinearHypothesesandNeuralNetworksPranjalAwasthi1NatalieS.Frank2MehryarMohri3Abstractetal.,2018;2019;Schottetal.,2018)andworksaimedatdesigningmoresophisticatedattacks...
Learning for Adversarial and Guarantees
2023-11-14 21:43:00686223 KB29
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Submodular Maximization beyond Non-negativity Guarantees, Fast Algorithms, and Applications
SubmodularMaximizationbeyondNon-negativity:Guarantees,FastAlgorithms,andApplicationsChristopherHarshaw1MoranFeldman2JustinWard3AminKarbasi4Abstract1.IntroductionItisgenerallybelievedthatsubmodularf...
Submodular Maximization Algorithms Guarantees Beyond
2023-11-13 14:48:401664653.91 KB5
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Provable Guarantees for Gradient-Based Meta-Learning
ProvableGuaranteesforGradient-BasedMeta-LearningMikhailKhodak1Maria-FlorinaBalcan1AmeetTalwalkar12Abstractwithexamples(xi,yi)∈X×Yforanunseentask,thepopularMAMLalgorithm(Finnetal.,2017)outputsWest...
for Guarantees Gradient-Based Meta-Learning Provable
2023-11-13 14:48:18560877 KB12
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Guarantees for Spectral Clustering with Fairness Constraints
GuaranteesforSpectralClusteringwithFairnessConstraintsMattha¨usKleindessner1SamiraSamadi2PranjalAwasthi1JamieMorgenstern2Abstracttostudyappropriatenotionsoffairnessforunsupervisedlearningsettings(...
for with Guarantees Clustering Spectral
2023-11-13 14:47:231335610.74 KB15
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Discovering Conditionally Salient Features with Statistical Guarantees
DiscoveringConditionallySalientFeatureswithStatisticalGuaranteesJaimeRoqueroGimenez1JamesZou2Abstractingsomestatisticalcontrolontherateoffalsediscoveries.Thisproblemhasbeenextensivelystudiedinthest...
with Guarantees Statistical Discovering Features
2023-11-13 14:46:5416201.17 MB16
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Beyond Adaptive Submodularity Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio
BeyondAdaptiveSubmodularity:ApproximationGuaranteesofGreedyPolicywithAdaptiveSubmodularityRatioKaitoFujii1ShinsakuSakaue2Abstractrecommendation(Gabillonetal.,2013),andtouch-basedlocalizationinrobot...
Adaptive of Approximation Guarantees Beyond
2023-11-13 14:46:3115731.94 MB12
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Open Category Detection with PAC Guarantees
OpenCategoryDetectionwithPACGuaranteesSiLiu1RisheekGarrepalli2ThomasG.Dietterich2AlanFern2DanHendrycks3Abstractnoringthepotentialforsuchalienscanleadtoserioussafetyconcernsinmanyapplicationsandsign...
with Guarantees Detection Open Category
2023-11-13 12:00:211482496.18 KB12
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Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization
InformationTheoreticGuaranteesforEmpiricalRiskMinimizationwithApplicationstoModelSelectionandLarge-ScaleOptimizationIbrahimAlabdulmohsin1AbstractadomainZ,andalossfunctionontheproductspacef:Inthispa...
for Guarantees Minimization Information Risk
2023-11-13 11:59:481558591.71 KB29
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Convergence Guarantees for a class of non-convex and non-smooth optimization problems
ConvergenceGuaranteesforaclassofnon-convexandnon-smoothoptimizationproblemsKoulikKhamaru1MartinJ.Wainwright12Abstractwellasreferencestherein.Accordingly,recentyearshavewitnessedanexplosionofresearc...
of for and Guarantees Convergence
2023-11-13 11:59:191274405.66 KB28
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Approximation Guarantees for Adaptive Sampling
ApproximationGuaranteesforAdaptiveSamplingEricBalkanski1YaronSinger1Abstractandclusteringaresubmodularfunctions.Forthecanonicalproblemofmaximizinganon-decreasingsubmodularfunc-Inthispaperweanalyzea...
Adaptive for Sampling Approximation Guarantees
2023-11-13 11:59:0519941.71 MB4
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A Simple Multi-Class Boosting Framework with Theoretical Guarantees and Empirical Proficiency
ASimpleMulti-ClassBoostingFrameworkwithTheoreticalGuaranteesandEmpiricalProﬁciencyRonAppel1PietroPerona1Abstract(a)Old:DecisionStumps(b)New:LocalizedSimilaritiesThereisaneedforsimpleyetaccuratewhi...
with Guarantees simple Multi-Class Theoretical
2023-11-12 20:45:3418802.28 MB12
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