"Boosting"的相关文档

标签“Boosting”的相关文档，共17条

SGLB Stochastic Gradient Langevin Boosting
SGLB:StochasticGradientLangevinBoostingAlekseiUstimenko1LiudmilaProkhorenkova123AbstractLangevindynamics(SGLD),whichisapowerfuliterativeoptimizationalgorithm(Raginskyetal.,2017).ItturnsThispaperint...
Gradient Stochastic Langevin Boosting SGLB
2023-11-16 19:41:46818343.87 KB18
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GBHT Gradient Boosting Histogram Transform for Density Estimation
GBHT:GradientBoostingHistogramTransformforDensityEstimationJingyiCui1HanyuanHang2YisenWang1ZhouchenLin13Abstractovertwodecades(Bühlmann&Yu,2003),Boostingattractsmoreandmoreattentioninresearchesonm...
for Gradient Density Boosting Transform
2023-11-16 18:46:4313931.05 MB11
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Boosting the Throughput and Accelerator Utilization of Specialized CNN Inference Beyond Increasing Batch Size
BoostingtheThroughputandAcceleratorUtilizationofSpecializedCNNInferenceBeyondIncreasingBatchSizeJackKosaian1AmarPhanishayee2MatthaiPhilipose2DebadeeptaDey2K.V.Rashmi1AbstractHsiehetal.,2018;Kangeta...
of and the Boosting Throughput
2023-11-16 18:07:381156932 KB13
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Boosting for Online Convex Optimization
BoostingforOnlineConvexOptimizationEladHazan12KaranSingh3Abstractetal.,2012).ItiswellestablishedthattheregretcanbeboundedbyO(TlogH),whereHisthenumberofWeconsiderthedecision-makingframeworkofexperts...
for Online Optimization Convex Boosting
2023-11-16 18:07:381093302.73 KB26
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Quantum Boosting
QuantumBoostingSrinivasanArunachalam1ReevuMaity2Abstracttherehavebeeneffortsinunderstandingtheinterplaybe-tweenlearningalgorithmsandnoisyquantumdevices.Boostingisatechniquethatboostsaweakandinaccur...
Quantum Boosting
2023-11-14 21:46:01609345.89 KB7
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NGBoost Natural Gradient Boosting for Probabilistic Prediction
NGBoost:NaturalGradientBoostingforProbabilisticPredictionTonyDuan1AnandAvati1DaisyYiDing1KhanhK.Thai2SanjayBasu3AndrewNg1AlejandroSchuler2AbstractyPredictedmean95%predictionintervalWepresentNatural...
for Gradient Probabilistic Natural Prediction
2023-11-14 21:45:231680628.61 KB26
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IPBoost – Non-Convex Boosting via Integer Programming
IPBoost–Non-ConvexBoostingviaIntegerProgrammingMarcPfetsch1SebastianPokutta2Abstractdescent.Boostingschemesofthistypeareoftenreferredtoasconvexpotentialboosters.TheseprocedurescanachieveRecentlyno...
via Non-convex Integer Programming Boosting
2023-11-14 21:44:441987326.55 KB18
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Boosting Frank-Wolfe by Chasing Gradients
BoostingFrank-WolfebyChasingGradientsCyrilleW.Combettes1SebastianPokutta23AbstractifC={X∈Rm×nXnucτ}isanuclearnorm-ball,aprojectionontoCrequirescomputinganSVD,whichhasTheFrank-Wolfealgorithmhasbe...
by Gradients Boosting Frank-Wolfe Chasing
2023-11-14 21:43:19988759.03 KB5
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Boosting for Control of Dynamical Systems
BoostingforControlofDynamicalSystemsNamanAgarwal1NatalyBrukhim21EladHazan21ZhouLu2Abstractofthesystem,andhenceitisoftennota-prioriclearhowtoobtainameaningfulguaranteewhenswitchingbetweenorWestudyth...
of for Systems Control Dynamical
2023-11-14 21:43:1813712.66 MB10
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Boosting Deep Neural Network Efficiency with Dual-Module Inference
BoostingDeepNeuralNetworkEfﬁciencywithDual-ModuleInferenceLiuLiu12LeiDeng2ZhaodongChen2YukeWang1ShuangchenLi3JingweiZhang3YihuaYang3ZhenyuGu3YufeiDing1YuanXie2Abstract2013;Heetal.,2019;Wangetal.,2...
Neural with Deep Network Boosting
2023-11-14 21:43:181864427.06 KB29
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Optimal Minimal Margin Maximization with Boosting
OptimalMinimalMarginMaximizationwithBoostingAllanGrønlund1KasperGreenLarsen1AlexanderMathiasen1Abstractstructsalinearcombinationclassiﬁersign(Tαtht(x)),t=1Boostingalgorithmsiterativelyproducelin...
Maximization with Optimal Margin Boosting
2023-11-13 14:48:0912911.38 MB18
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Lossless or Quantized Boosting with Integer Arithmetic
LosslessorQuantizedBoostingwithIntegerArithmeticRichardNock123RobertC.Williamson21Abstractvectormachines(Boseretal.,1992),etc..Tobecarriedoutintoday’ssettings,suchlong-livedalgorithmsrequirecareIn...
with Integer Arithmetic Boosting Quantized
2023-11-13 14:47:47945436.93 KB19
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Katalyst Boosting Convex Katayusha for Non-Convex Problems with a Large Condition Number
Katalyst:BoostingConvexKatyushaforNon-ConvexProblemswithaLargeConditionNumberZaiyiChen12YiXu3HaoyuanHu1TianbaoYang3AbstractwhereeachfiisaL-smoothfunction,andψ(x)isa“sim-ple”closedconvexfunctionw...
for Convex Non-convex Problems Boosting
2023-11-13 14:47:331864406.96 KB13
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Learning Deep ResNet Blocks Sequentially using Boosting Theory
LearningDeepResNetBlocksSequentiallyusingBoostingTheoryFurongHuang1JordanT.Ash2JohnLangford3RobertE.Schapire3Abstract&Szegedy,2015;Simonyan&Zisserman,2014;Szegedyetal.,2015)andobjectrecognition(Gir...
Learning Using Deep Boosting ResNet
2023-11-13 11:59:552004711.04 KB10
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Functional Gradient Boosting based on Residual Network Perception
FunctionalGradientBoostingbasedonResidualNetworkPerceptionAtsushiNitanda12TaijiSuzuki12Abstract&Wolf(2016).TheypresentedthatResNetsareensembleofshallowermodelsusinganunraveledviewofResNets.Residual...
Gradient on Network Based Boosting
2023-11-13 11:59:37870297.76 KB24
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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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Variational Boosting Iteratively Refining Posterior Approximations
VariationalBoosting:IterativelyReﬁningPosteriorApproximationsAndrewC.Miller1NicholasJ.Foti2RyanP.Adams13AbstractchainMonteCarlo(MCMC)methodsthatapproximateatargetdistributionwithsamplesdrawnfromaM...
Variational Posterior Approximations Boosting Iteratively
2023-11-12 20:45:2910903.74 MB18
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