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标签“and”的相关文档，共504条

On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification
On-OffCenter-SurroundReceptiveFieldsforAccurateandRobustImageClassiﬁcationZahraBabaiee1RaminHasani2MathiasLechner3DanielaRus2RaduGrosu1AbstractOOCS-CNNFeedForwardRobustnesstovariationsinlightingco...
for and Accurate Fields On-Off
2023-11-16 19:28:2516154.05 MB27
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Online Learning with Optimism and Delay
OnlineLearningwithOptimismandDelayGenevieveFlaspohler12FrancescoOrabona3JudahCohen4SoukaynaMouatadid5MirunaOprescu6PauloOrenstein7LesterMackey6Abstractialonlinelearningalgorithmsproviderobustperfor...
Learning Online and with Delay
2023-11-16 19:28:249371.63 MB26
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Online A-Optimal Design and Active Linear Regression
OnlineA-OptimalDesignandActiveLinearRegressionXavierFontaine1PierrePerrault2MichalValko3VianneyPerchet45Abstractwaytoconstructanestimatoristomakeexperimentsandtogatherdataontheestimand.Inthepolling...
Active Online and Regression Linear
2023-11-16 19:28:24639321.45 KB11
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One for One, or All for All Equilibria and Optimality of Collaboration in Federated Learning
OneforOne,orAllforAll:EquilibriaandOptimalityofCollaborationinFederatedLearningAvrimBlum1NikaHaghtalab2RichardLanasPhillips3HanShao1Abstractpitals(Wenetal.,2019;Powell,2019)anddevices(McMa-han&Rama...
for and All One Optimality
2023-11-16 19:28:231616380.75 KB21
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Regularized Online Allocation Problems Fairness and Beyond
RegularizedOnlineAllocationProblems:FairnessandBeyondSantiagoBalseiro12HaihaoLu32VahabMirrokni2Abstractapublishertypicallysignscontractswithmanyadvertisersagreeingtodeliveraﬁxednumberofimpressions...
Online and Beyond Allocation Fairness
2023-11-16 19:28:231073710.11 KB3
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Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints
RegretandCumulativeConstraintViolationAnalysisforOnlineConvexOptimizationwithLongTermConstraintsXinleiYi1XiuxianLi2TaoYang3LihuaXie4TianyouChai3KarlH.Johansson1Abstractcationsinonlinebinaryclassiﬁ...
for and Analysis Regret Constraint
2023-11-16 19:28:231003958.42 KB15
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Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering
RandomizedDimensionalityReductionforFacilityLocationandSingle-LinkageClusteringShyamNarayanan1SandeepSilwal1PiotrIndyk1OrZamir2Abstractthosealgorithmssufferfromlargerunningtimes,especiallyiftheinpu...
for and Reduction Dimensionality Randomized
2023-11-16 19:28:231102357.11 KB11
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On Reward-Free RL with Kernel and Neural Function Approximations Single-Agent MDP and Markov Game
OnReward-FreeRLwithKernelandNeuralFunctionApproximations:Single-AgentMDPandMarkovGameShuangQiu1JiepingYe1ZhaoranWang2ZhuoranYang3Abstractislargeandfunctionapproximatorssuchasneuralnetworksareemploy...
Neural Kernel and with on
2023-11-16 19:15:451156360.65 KB9
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On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP
OnReinforcementLearningwithAdversarialCorruptionandItsApplicationtoBlockMDPTianhaoWu12YunchangYang3SimonS.Du4LiweiWang35Abstractisvulnerabletocorrupteddatastemmingfrommaliciousentities(Huangetal.,2...
Learning Adversarial and with Reinforcement
2023-11-16 19:15:451520368.88 KB8
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On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization
OnLowerBoundsforStandardandRobustGaussianProcessBanditOptimizationXuCai1JonathanScarlett12Abstractgunovicetal.,2016;Wang&Jegelka,2017;Janzetal.,2020),andalgorithm-independentlowerboundshavebeenInth...
for and on Robust bounds
2023-11-16 19:15:431166734.39 KB21
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On a Combination of Alternating Minimization and Nesterov’s Momentum
OnaCombinationofAlternatingMinimizationandNesterov’sMomentumSergeyGuminov123PavelDvurechensky423NazariiTupitsa123AlexanderGasnikov123Abstractandsparserecovery(Daubechiesetal.,2010).ThefamousExpect...
of and on Nesterov Minimization
2023-11-16 19:15:4217601.13 MB12
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Of Moments and Matching A Game-Theoretic Framework for Closing the Imitation Gap
OfMomentsandMatching:AGame-TheoreticFrameworkforClosingtheImitationGapGokulSwamy1SanjibanChoudhury2J.andrewBagnell12ZhiweiStevenWu3AbstractE()f()E()f()E()f()Weprovideaunifyingviewofalargefamilyof(a...
of for Matching and Moments
2023-11-16 19:15:40835766.88 KB25
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Nondeterminism and Instability in Neural Network Optimization
NondeterminismandInstabilityinNeuralNetworkOptimizationCeciliaSummers1MichaelJ.Dinneen1Abstractwasteful,usingmorecomputingpower,increasingthetimerequiredforeffectiveresearch,andmakingreproducibilit...
Neural Optimization and in Network
2023-11-16 19:15:37674967.54 KB28
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Noise and Fluctuation of Finite Learning Rate Stochastic Gradient Descent
NoiseandFluctuationofFiniteLearningRateStochasticGradientDescentKangqiaoLiu1LiuZiyin1MasahitoUeda123AbstractandTeh,2011).Whenthenoiseisduetominibatchsam-pling,thenoiseiscalledtheSGDnoiseorminibatch...
Learning of and Rate Noise
2023-11-16 19:15:3712061.05 MB3
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Network Inference and Influence Maximization from Samples
NetworkInferenceandInﬂuenceMaximizationfromSamplesWeiChen1XiaomingSun23JialinZhang23ZhijieZhang23Abstractnodescalledseedstakessomepieceofinformation(news,ideasoropinions,etc.),andtheinformationspr...
from Maximization Inference and Network
2023-11-16 19:15:341116289.32 KB9
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Necessary and sufficient conditions for causal feature selection in time series with latent common causes
NecessaryandSufﬁcientConditionsforCausalFeatureSelectioninTimeSerieswithLatentCommonCausesAtalantiA.Mastakouri1Bernhard,Schölkopf12Dominik,Janzing1Abstractdiscoveryofthecausalgraphfromdataislarge...
for Feature and Causal Sufficient
2023-11-16 19:15:341368913.07 KB13
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Near-Optimal Representation Learning for Linear Bandits and Linear RL
Near-OptimalRepresentationLearningforLinearBanditsandLinearRLJiachenHu1XiaoyuChen1ChiJin2LihongLi3LiweiWang14AbstractWhilerepresentationlearninghasachievedtremendoussuc-cessinavarietyofapplications...
Learning for and Bandits Representation
2023-11-16 19:15:33963392.32 KB3
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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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Narrow Margins Classification, Margins and Fat Tails
NarrowMargins:Classiﬁcation,MarginsandFatTailsFrancoisBuet-Golfouse1Abstractmanetal.,2000;Schapireetal.,1997)and(Mangasarian,1999),considerthecaseofalinearclassiﬁer(e.g.,logisticItiswell-knowntha...
and Classification Margins Narrow Tails
2023-11-16 19:15:321418358.13 KB22
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Multiplicative Noise and Heavy Tails in Stochastic Optimization
MultiplicativeNoiseandHeavyTailsinStochasticOptimizationLiamHodgkinson1MichaelW.Mahoney1Abstract(orquenching)perspective,examinesconvergenceeitherinexpectation(Chenetal.,2019;Zhouetal.,2018;GowerAl...
and Stochastic in Multiplicative Noise
2023-11-16 19:15:3110971.39 MB5
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