"Greedy"的相关文档

标签“Greedy”的相关文档，共17条

Watermarking Deep Neural Networks with Greedy Residuals
WatermarkingDeepNeuralNetworkswithGreedyResidualsHanwenLiu1ZhenyuWeng1YueshengZhu1Abstractandprivacyissues(Shokrietal.,2017;Songetal.,2017;Salemetal.,2019),andthusthemodelsareconsideredtoDeepneural...
Neural Networks with Deep Greedy
2023-11-16 19:42:248987.82 MB7
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On the Unreasonable Effectiveness of the Greedy Algorithm Greedy Adapts to Sharpness
OntheUnreasonableEffectivenessoftheGreedyAlgorithm:GreedyAdaptstoSharpnessSebastianPokutta1MohitSingh2AlfredoTorrico3Abstract(Kempeetal.,2003).Giventheimportanceofsubmodularoptimization,therehasbee...
of Algorithm on the Greedy
2023-11-14 21:45:35734342.96 KB25
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Network Pruning by Greedy Subnetwork Selection
GoodSubnetworksProvablyExist:PruningviaGreedyForwardSelectionMaoYe1ChengyueGong1LizhenNie2DennyZhou3AdamKlivans1QiangLiu1Abstractachievinghuman-levelaccuracyoncomplexcognitivetasks,includingimagecl...
Selection by Network Greedy Pruning
2023-11-14 21:45:2112971.44 MB11
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Multi-Step Greedy Reinforcement Learning Algorithms
Multi-stepGreedyReinforcementLearningAlgorithmsMananTomar1YonathanEfroni2MohammadGhavamzadeh3Abstractestimations(Greensmithetal.,2004)andtohavedifﬁcultiesinhandlingfunctionapproximation(e.g.,Thrun...
Learning Algorithms Reinforcement Greedy Multi-Step
2023-11-14 21:45:168261.41 MB20
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Decoupled Greedy Learning of CNNs
DecoupledGreedyLearningofCNNsEugeneBelilovsky1MichaelEickenberg2EdouardOyallon3Abstractcienciesthatprohibitparallelizationofthecomputationsofthedifferentconstituentmodules.Jaderbergetal.(2017)Acomm...
Learning of Decoupled Greedy CNNs
2023-11-14 21:43:44645949.93 KB13
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Sequential Facility Location Approximate Submodularity and Greedy Algorithm
SequentialFacilityLocation:ApproximateSubmodularityandGreedyAlgorithmEhsanElhamifar1AbstractTaskar,2012;Frey&Dueck,2007),dataclustering(Kimetal.,2011;Shah&Ghahramani,2013;Elhamifaretal.,Wedevelopan...
and Approximate Sequential Greedy Submodularity
2023-11-13 14:48:311954542.83 KB10
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Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization
GreedyOrthogonalPivotingAlgorithmforNon-negativeMatrixFactorizationKaiZhang1JunLiu2JieZhang3JunWang1Abstractisonedatapoint,themainideabehindNMFistoapprox-imatetheseinputvectorsbynonnegativelinearco...
for Matrix Algorithm Greedy Orthogonal
2023-11-13 14:47:23784444.11 KB20
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Greedy Layerwise Learning Can Scale To ImageNet
GreedyLayerwiseLearningCanScaletoImageNetEugeneBelilovsky1MichaelEickenberg2EdouardOyallon3Abstractasspeechrecognition(Chanetal.,2016),naturallanguageprocessing(Vaswanietal.,2017),andreinforcementl...
Learning Can to Greedy Scale
2023-11-13 14:47:221822563.12 KB9
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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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Beyond the One-Step Greedy Approach in Reinforcement Learning
BeyondtheOne-StepGreedyApproachinReinforcementLearningYonathanEfroni1GalDalal1BrunoScherrer2ShieMannor1AbstractsuggestedthatGreedyapproachesw.r.t.multiplestepsper-formbetterthanw.r.t.1-step.Notable...
Reinforcement the in Beyond Approach
2023-11-13 11:59:0911662.4 MB18
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Bayesian Coreset Construction via Greedy Iterative Geodesic Ascent
BayesianCoresetConstructionviaGreedyIterativeGeodesicAscentTrevorCampbell1TamaraBroderick1Abstractstreamingvariants(Jordanetal.,1999;Wainwright&Jor-dan,2008;Hoffmanetal.,2013;Ranganathetal.,2014;Co...
Bayesian via Greedy Iterative Coreset
2023-11-13 11:59:077831010.4 KB27
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Accelerating Greedy Coordinate Descent Methods
AcceleratingGreedyCoordinateDescentMethodsHaihaoLu1RobertM.Freund2VahabMirrokni3Abstractsentiallyrecoverthesameresults(inexpectation)asfullgradientdescent,includingobtaining“accelerated”(i.e.,Wei...
Coordinate Descent Methods Greedy Accelerating
2023-11-13 11:58:5812822.58 MB25
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Robust Guarantees of Stochastic Greedy Algorithms
RobustGuaranteesofStochasticGreedyAlgorithmsAvinatanHassidim1YaronSinger2Abstractf(H).Manyfundamentalmeasuressuchasentropy,di-versity,andclusteringcanbemodeledassubmodularfunc-Inthispaperweanalyzet...
of Algorithms Guarantees Stochastic Robust
2023-11-12 20:45:091401332.51 KB8
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On Approximation Guarantees for Greedy Low Rank Optimization
OnApproximationGuaranteesforGreedyLowRankOptimizationRajivKhanna1EthanR.Elenberg1AlexandrosG.Dimakis1JoydeepGhosh1SahandNegahban2AbstractUnfortunately,theaboveoptimizationcanbecomputation-allytaxin...
for Rank Approximation Guarantees on
2023-11-12 20:44:5415961.5 MB26
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Guarantees for Greedy Maximization of Non-submodular Functions with Applications
GuaranteesforGreedyMaximizationofNon-submodularFunctionswithApplicationsAndrewAnBian1JoachimM.Buhmann1AndreasKrause1SebastianTschiatschek1AbstractwhereV={v1,...,vn}isthegroundset.Speciﬁcally,inexp...
of for Maximization Guarantees Functions
2023-11-12 20:44:2915311.03 MB28
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Faster Greedy MAP Inference for Determinantal Point Processes
FasterGreedyMAPInferenceforDeterminantalPointProcessesInsuHan1PrabhanjanKambadur2KyoungsooPark1JinwooShin1Abstractposedetection(Kuleszaetal.,2012),clustering(Kang,2013)andtweettime-linegeneration(Y...
for Inference Map Greedy Faster
2023-11-12 20:44:24779813.12 KB14
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Doubly Greedy Primal-Dual Coordinate Descent for Sparse Empirical Risk Minimization
DoublyGreedyPrimal-DualCoordinateDescentforSparseEmpiricalRiskMinimizationQiLei1IanE.H.Yen2Chao-yuanWu3InderjitS.Dhillon134PradeepRavikumar2Abstractwhen(z)=max{0,1bz}andg(x)=µ/2kxk22,(1)iiWeconsid...
for Sparse Coordinate Descent Doubly
2023-11-12 20:44:1617691016.18 KB1
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