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标签“Search”的相关文档，共54条

Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its Parallelization
Multi-ﬁdelityBayesianOptimizationwithMax-valueEntropySearchanditsParallelizationShionTakeno12HitoshiFukuoka3YuhkiTsukada34ToshiyukiKoyama3MotokiShiga245IchiroTakeuchi12MasayukiKarasuyama146Abstrac...
Optimization with Bayesian Search Max-value
2023-11-14 21:45:1614842.12 MB17
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Monte-Carlo Tree Search as Regularized Policy Optimization
Monte-CarlotreeSearchasregularizedpolicyoptimizationJean-BastienGrill1FlorentAltche´1YunhaoTang12ThomasHubert3MichalValko1IoannisAntonoglou3Re´miMunos1AbstractAlphaZeroemploysanalternativehandcra...
Optimization Tree Policy Search as
2023-11-14 21:45:13904880.26 KB5
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Loss Function Search for Face Recognition
LossFunctionSearchforFaceRecognitionXiaoboWang1ShuoWang1ChengChi2ShifengZhang2TaoMei1AbstractGenerally,theCNNsareequippedwithclassiﬁcationlossfunctions(Liuetal.,2017;Wangetal.,2018f;Chenetal.,Infa...
for Search Loss Recognition Function
2023-11-14 21:45:047671.19 MB9
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Learning Optimal Tree Models under Beam Search
LearningOptimalTreeModelsunderBeamSearchJingweiZhuo1ZiruXu1WeiDai1HanZhu1HanLi1JianXu1KunGai1Abstractpresentedtoauserintensofmilliseconds.Thelimitsofcomputationalresourcesandresponsetimemakemodels,...
Learning Models Optimal Tree Search
2023-11-14 21:44:551945521.72 KB25
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Graph-based Nearest Neighbor Search From Practice to Theory
Graph-basedNearestNeighborSearch:FromPracticetoTheoryLiudmilaProkhorenkova123AleksandrShekhovtsov13Abstract1975;Meiser,1993).Inparticular,thealgorithmsbasedonrecursivepartitionsofthespace,likek-dth...
from to Search Graph-based Nearest
2023-11-14 21:44:278141.24 MB26
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Generative Teaching Networks Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data
GenerativeTeachingNetworks:AcceleratingNeuralArchitectureSearchbyLearningtoGenerateSyntheticTrainingDataFelipePetroskiSuch1AdityaRawal1JoelLehman1KennethO.Stanley1JeffClune12Abstract1.Introductiona...
Neural Networks Generative Search Architecture
2023-11-14 21:44:23833805.94 KB25
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Fully Parallel Hyperparameter Search Reshaped Space-Filling
FullyParallelHyperparameterSearch:ReshapedSpace-FillingM.-L.Cauwet1C.Couprie2J.Dehos3P.Luc2J.Rapin2M.Riviere2F.Teytaud3O.Teytaud2N.Usunier2Abstractsuchrandomsamplingisrobustandoutperformsgridsam-pl...
Search Hyperparameter Parallel Fully Reshaped
2023-11-14 21:44:1919762.36 MB13
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Evolutionary Topology Search for Tensor Network Decomposition
EvolutionaryTopologySearchforTensorNetworkDecompositionChaoLi1ZhunSun1AbstractMorerecently,somestudiesbroughttheideafromphysicstoextendTDintoamoresophisticatedform,i.e.,tensornet-Tensornetwork(TN)d...
for Search Tensor Network Decomposition
2023-11-14 21:44:0618683.74 MB19
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Discriminative Adversarial Search for Abstractive Summarization
DiscriminativeAdversarialSearchforAbstractiveSummarizationThomasScialom12Paul-AlexisDray1SylvainLamprier2BenjaminPiwowarski23JacopoStaiano1Abstracttrainingtime,resultinginpoorgenerationoutputs.Wein...
for Adversarial Summarization Search Discriminative
2023-11-14 21:43:509482.16 MB25
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Bio-Inspired Hashing for Unsupervised Similarity Search
Bio-InspiredHashingforUnsupervisedSimilaritySearchChaitanyaK.Ryali12JohnJ.Hopﬁeld3LeopoldGrinberg4DmitryKrotov24Abstractintoasparsecode,whereonlyasmallnumberofsecondaryneuronsrespondtoagivenstimul...
for Unsupervised Search Similarity Hashing
2023-11-14 21:43:1610201.98 MB26
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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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Transfer of Samples in Policy Search via Multiple Importance Sampling
TransferofSamplesinPolicySearchviaMultipleImportanceSamplingAndreaTirinzoni1MattiaSalvini1MarcelloRestelli1Abstractagentissupposedtoreuseknowledgeacquiredfromasetofsourcetaskstoacceleratethelearnin...
of via in Policy Transfer
2023-11-13 14:48:51604452.37 KB15
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Sublinear Time Nearest Neighbor Search over Generalized Weighted Space
SublinearTimeNearestNeighborSearchoverGeneralizedWeightedSpaceYifanLei1QiangHuang1MohanKankanhalli1AnthonyK.H.Tung1AbstractForexample,underthespeciﬁcsettingthatwi=1,∀i,theproblemofNNSoverL2distan...
Time Search Generalized Sublinear Nearest
2023-11-13 14:48:401863523.58 KB8
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Safe Grid Search with Optimal Complexity
SafeGridSearchwithOptimalComplexityEugeneNdiaye1TamLe1OlivierFercoq2JosephSalmon3IchiroTakeuchi4Abstracttheﬁrstpart(trainingset)themethodistrainedforapre-deﬁnedcollectionofcandidatesΛT:={λ0,......
with Complexity Optimal Search Safe
2023-11-13 14:48:27750548.19 KB5
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NAS-Bench-101 Towards Reproducible Neural Architecture Search
NAS-Bench-101:TowardsReproducibleNeuralArchitectureSearchChrisYing1AaronKlein2EstebanReal1EricChristiansen1KevinMurphy1FrankHutter2Abstractturesasanoptimizationproblem(Bakeretal.,2017;Zoph&Le,2016;...
Neural Search Architecture Towards NAS-Bench-101
2023-11-13 14:47:561917938.01 KB27
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Guided evolutionary strategies augmenting random Search with surrogate gradients
Guidedevolutionarystrategies:AugmentingrandomSearchwithsurrogategradientsNiruMaheswaranathan1LukeMetz1GeorgeTucker1DamiChoi1JaschaSohl-Dickstein1Abstractmethodssuchasgradientdescentarepopularduetot...
with random Search Strategies Evolutionary
2023-11-13 14:47:2413152.68 MB18
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Fast Direct Search in an Optimally Compressed Continuous Target Space for Efficient Multi-Label Active Learning
FastDirectSearchinanOptimallyCompressedContinuousTargetSpaceforEfﬁcientMulti-LabelActiveLearningWeishiShi1QiYu1Abstractretrievalandorganization.UsersfromQ&Awebsites,suchasstackoverﬂowandQuora,are...
An in Fast Compressed Search
2023-11-13 14:47:1014091.31 MB23
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Empirical Analysis of Beam Search Performance Degradation in Neural Sequence Models
EmpiricalAnalysisofBeamSearchPerformanceDegradationinNeuralSequenceModelsEldanCohen1J.ChristopherBeck1AbstractinferencealgorithmfordecodingneuralsequencemodelsisbeamSearch,aSearchalgorithmthatgener...
of Analysis Search Performance Empirical
2023-11-13 14:47:031705833.89 KB7
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BayesNAS A Bayesian Approach for Neural Architecture Search
BayesNAS:ABayesianApproachforNeuralArchitectureSearchHongpengZhou1MinghaoYang1JunWang2WeiPan1Abstractetal.,2018;Caietal.,2018)methodstakethegenerationofaneuralarchitectureasanagent’sactionwiththea...
Neural for Bayesian Search Approach
2023-11-13 14:46:3010351.24 MB25
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Active Embedding Search via Noisy Paired Comparisons
ActiveEmbeddingSearchviaNoisyPairedComparisonsGregoryH.Canal1AndrewK.Massimino1MarkA.Davenport1ChristopherJ.Rozell1Abstracttocharacterizeaperson’stasteinfood,wemightaskthemwhichoneoftwodishestheyw...
Active via Search Noisy Comparisons
2023-11-13 14:46:1710904.44 MB10
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