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标签“on”的相关文档，共225条

on Medians of (Randomized) Pairwise Means
onMediansof(Randomized)PairwiseMeansPierreLaforgue1StephanCle´menc¸on1PatriceBertail2Abstract1.IntroductionTournamentprocedures,recentlyintroducedinInLugosi&Mendelson(2016),theconceptoftournament...
of on Means Randomized Pairwise
2023-11-13 14:48:021971381.7 KB3
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on Efficient Optimal Transport An Analysis of Greedy and Accelerated Mirror Descent Algorithms
onEfﬁcientOptimalTransport:AnAnalysisofGreedyandAcceleratedMirrorDescentAlgorithmsTianyiLin1NhatHo2MichaelI.Jordan3Abstractscalableposteriorsamplingforlargedatasets(Srivastavaetal.,2015;2018),opti...
of Efficient An Analysis on
2023-11-13 14:48:02764606.4 KB2
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on Learning Invariant Representations for Domain Adaptation
onLearningInvariantRepresentationsforDomainAdaptationHanZhao1RemiTachetdesCombes2KunZhang1GeoffreyJ.Gordon12Abstractcomputationalpower.However,inmanycriticalapplica-tions,e.g.,self-drivingcarsorper...
Learning for Representations on Domain
2023-11-13 14:48:02647711.25 KB24
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on discriminative learning of prediction uncertainty
onDiscriminativeLearningofPredictionUncertaintyVojtechFranc1DanielPrusa1Abstractplug-inruleobtainedafterreplacingtheposteriorprobabili-tiesbytheirestimates.Aqualityoftheplug-inruleheavilyInclassiﬁ...
Learning of on Prediction Uncertainty
2023-11-13 14:48:025751.49 MB14
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on Dropout and Nuclear Norm Regularization
onDropoutandNuclearNormRegularizationPooryaMianjy1RamanArora1Abstractislinear,therepresentationinfactoredformmakestheop-timizationlandscapenon-convexandhence,challengingWegiveaformalandcompletechar...
and on Dropout Regularization Nuclear
2023-11-13 14:48:026391.73 MB5
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on Connected Sublevel Sets in Deep Learning
onConnectedSublevelSetsinDeepLearningQuynhNguyen1Abstractcontinuouspathfromanystartingpointinparameterspaceonwhichthelossisnon-increasingandgetsarbitrarilycloseThispapershowsthateverysublevelsetoft...
Learning on Deep in Connected
2023-11-13 14:48:01894369.75 KB6
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on Certifying Non-Uniform Bounds against Adversarial Attacks
onCertifyingNon-uniformBoundsagainstAdversarialAttacksChenLiu1RyotaTomioka2VolkanCevher1AbstractCWattack(Carlini&Wagner,2017).MostattackmethodssearchfortheadversarialexamplebyutilizingthegradientTh...
Adversarial on bounds Non-Uniform Attacks
2023-11-13 14:48:017733.67 MB5
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New results on information theoretic clustering
NewResultsonInformationTheoreticClusteringFerdinandoCicalese1EduardoLaber2LucasMurtinho2Abstracttropy)thatestimatethedissimilarityofagroupofitems(see,e.g.,(Dhillonetal.,2003)andreferencestherein)In...
on Clustering New Information Theoretic
2023-11-13 14:47:581077377.31 KB14
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First-Order Algorithms Converge Faster than $O(1 k)$ on Convex Problems
First-OrderAlgorithmsConvergeFasterthanO(1/k)onConvexProblemsChing-peiLee1StephenJ.Wright1Abstract(3)reliesonshowingthatItiswellknownthatbothgradientdescentandkstochasticcoordinatedescentachieveagl...
Algorithms on Convex Faster than
2023-11-13 14:47:141496310.19 KB27
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Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random
DoublyRobustJointLearningforRecommendationonDataMissingNotatRandomXiaojieWang1RuiZhang1YuSun2JianzhongQi1Abstract(MNAR).Forexample,arecentstudyinsongrecommen-dationshowsthattheprobabilityofaratingb...
Learning for on Robust Joint
2023-11-13 14:46:58848337.84 KB20
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Data Poisoning Attacks on Stochastic Bandits
DataPoisoningAttacksonStochasticBanditsFangLiu1NessShroff12Abstractismotivatedbymodernindustrialscaleapplicationsofma-chinelearningsystems,wheredatacollectionandpolicyStochasticmulti-armedbanditsfo...
on Stochastic Data Bandits Attacks
2023-11-13 14:46:48676580.42 KB22
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An Optimal Private Stochastic-MAB Algorithm based on Optimal Private Stopping Rule
AnOptimalPrivateStochastic-MABAlgorithmBasedonanOptimalPrivateStoppingRuleTouqirSajed1OrSheffet1Abstractexperimentsinmedicine(Robbins,1952),hasapplicationsinﬁeldssuchasranking(Kvetonetal.,2015),re...
An Algorithm on Optimal Private
2023-11-13 14:46:24879444.81 KB17
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Adversarial camera stickers A physical camera-based attack on deep learning systems
Adversarialcamerastickers:Aphysicalcamera-basedattackondeeplearningsystemsJunchengB.Li12FrankR.Schmidt1J.ZicoKolter12AbstractFigure1.Illustrationofourapproach:(left)ouradversarialstickerafﬁxedtoac...
Adversarial on Attack camera stickers
2023-11-13 14:46:2016366.06 MB11
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Adversarial Attacks on Node Embeddings via Graph Poisoning
AdversarialAttacksonNodeEmbeddingsviaGraphPoisoningAleksandarBojchevski1StephanGu¨nnemann1Abstract&Wagner,2017;Liangetal.,2018;Cisse´etal.,2017;Linetal.,2017;Chenetal.,2017a).Thegoalofnetworkrepr...
Adversarial Embeddings Graph on via
2023-11-13 14:46:2020001.62 MB28
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A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning
AWrappedNormalDistributiononHyperbolicSpaceforGradient-BasedLearningYoshihironagano1ShoichiroYamaguchi2YasuhiroFujita2MasanoriKoyama2Abstract(a)AtreerepresentationofthetrainingdatasetHyperbolicspac...
for on Distribution Space Hyperbolic
2023-11-13 14:46:166461.29 MB21
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A Large-Scale Study on Regularization and Normalization in GANs
ALarge-ScaleStudyonRegularizationandNormalizationinGANsKarolKurach1MarioLucic1XiaohuaZhai1MarcinMichalski1SylvainGelly1Abstractfromthetruedistributionorweresynthesizedbythegenera-tor.Thesolutiontot...
and on in Large-Scale Regularization
2023-11-13 14:46:131662835.15 KB26
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A Dynamical Systems Perspective on Nesterov Acceleration
ADynamicalSystemsPerspectiveonNesterovAccelerationMichaelMuehlebach1MichaelI.Jordan1Abstractbeenmanyattemptstounderstandandcharacterizethephe-nomenon.Bubecketal.(2015)suggestamodiﬁcationofWepresen...
on Systems Nesterov Dynamical Perspective
2023-11-13 14:46:125511010.61 KB10
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A Deep Reinforcement Learning Perspective on Internet Congestion Control
ADeepReinforcementLearningPerspectiveonInternetCongestionControlNathanJay1NogaH.Rotman2P.BrightenGodfrey1MichaelSchapira2AvivTamar3AbstractFigure1:MultipletrafﬁcﬂowssharingalinkWepresentandinvest...
Learning Reinforcement on Deep Perspective
2023-11-13 14:46:11604871.13 KB15
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Semi-Supervised Learning on Data Streams via Temporal Label Propagation
Semi-SupervisedLearningonDataStreamsviaTemporalLabelPropagationTalWagner1SudiptoGuha2ShivaPrasadKasiviswanathan2NinaMishra2Abstractingofmetricsarisingfrommedicalpatientsignals(ECG,EEG,falldetection...
Learning on via Data Streams
2023-11-13 12:00:3911131 MB12
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Representation Learning on Graphs with Jumping Knowledge Networks
RepresentationLearningonGraphswithJumpingKnowledgeNetworksKeyuluXu1ChengtaoLi1YonglongTian1TomohiroSonobe2Ken-ichiKawarabayashi2StefanieJegelka1Abstract2017;Grover&Leskovec,2016;Tangetal.,2015).Rec...
Learning with on graphs Representation
2023-11-13 12:00:3312631.55 MB14
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