"Margin"的相关文档

Relative Deviation Margin Bounds
RelativeDeviationMarginBoundsCorinnaCortes1MehryarMohri12AnandaTheerthaSuresh1AbstracttheyareusedwithpositivedeﬁnitekernelssuchasGaus-siankernels,forwhichthedimensionofthefeaturespaceWepresentaser...
bounds Margin Relative Deviation
2023-11-16 19:41:311141457.6 KB19
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Fast Margin maximization via dual acceleration
FastMarginMaximizationviaDualAccelerationZiweiJi1NathanSrebro2MatusTelgarsky1AbstractMargin0.050.00Wepresentandanalyzeamomentum-basedgra-−0.05Alg1/eq(1.1)dientmethodfortraininglinearclassiﬁerswit...
Maximization via Fast Dual Margin
2023-11-16 18:38:087771.23 MB3
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Consistent Structured Prediction with Max-Min Margin Markov Networks
ConsistentStructuredPredictionwithMax-MinMarginMarkovNetworksAlexNowak-Vila1FrancisBach1AlessandroRudi1Abstractdictionmistakesarenotequallycostly.Insequencepre-diction,forinstance,thenumberofpossib...
with Markov Consistent Prediction Structured
2023-11-14 21:43:3413221.27 MB30
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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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Does Data Augmentation Lead to Positive Margin
DoesDataAugmentationLeadtoPositiveMargin?ShashankRajput1ZhiliFeng1ZacharyCharles2Po-LingLoh3DimitrisPapailiopoulos2AbstractaugmentedImageNetusingtranslations,horizontalreﬂec-tions,andalteredintens...
Data to Margin Positive Does
2023-11-13 14:46:571668700.19 KB25
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Multi-Class Optimal Margin Distribution Machine
Multi-ClassOptimalMarginDistributionMachineTengZhang1Zhi-HuaZhou1AbstractRecently,theMargintheoryforBoostinghasﬁnallybeendefended(Gao&Zhou,2013),andhasdisclosedthattheRecentstudiesdisclosethatmaxi...
Optimal Machine Distribution Multi-Class Margin
2023-11-12 20:44:491016161.05 KB25
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