"Minimization"的相关文档 - 文库宝

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标签“Minimization”的相关文档，共31条

Robust Unsupervised Learning via L-statistic Minimization
RobustUnsupervisedLearningviaL-StatisticMinimizationAndreasMaurer1DanielaA.Parletta12AndreaPaudice13MassimilanoPontil14Abstractrestrictattentionto“asufﬁcientportionofthedataingoodagreementwithone...
Learning Unsupervised via Robust Minimization
2023-11-16 19:41:387471002.34 KB5
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Pure Exploration and Regret Minimization in Matching Bandits
PureExplorationandRegretMinimizationinMatchingBanditsFloreSentenac1JialinYi2Cle´mentCalauze`nes3VianneyPerchet4MilanVojnovic´2Abstractonlineadvertising,wheretheprobabilitythatauserclicksonanaddep...
Matching and in Exploration Regret
2023-11-16 19:28:35996390.82 KB5
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Regret Minimization in Stochastic Non-Convex Learning via a Proximal-Gradient Approach
RegretMinimizationinStochasticNon-ConvexLearningviaaProximal-GradientApproachNadavHallak1PanayotisMertikopoulos2VolkanCevher3Abstractproblems,andtheycanadapttodifferentmeasuresofregretunderdifferen...
Learning Stochastic via in Non-convex
2023-11-16 19:28:23647361.94 KB11
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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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Non-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation
Non-NegativeBregmanDivergenceMinimizationforDeepDirectDensityRatioEstimationMasahiroKato1TakeshiTeshima2Abstractthedensityratiowhenanomaly-freeunlabeledtestdataareavailable(Hidoetal.,2008).Densityr...
for Deep Minimization Non-negative Divergence
2023-11-16 19:15:38863978.43 KB14
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Heterogeneous Risk Minimization
HeterogeneousRiskMinimizationJiashuoLiu1ZheyuanHu1PengCui1BoLi2ZheyanShen1AbstractwithERMusuallysufferfrompoorgeneralizationperfor-manceduetothegreedyexploitationofcorrelationsamongMachinelearninga...
Minimization Risk Heterogeneous
2023-11-16 18:46:546441.6 MB26
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Decomposable Submodular Function Minimization via Maximum Flow
DecomposableSubmodularFunctionMinimizationviaMaximumFlowKyriakosAxiotis1AdamKarczmarz2AnishMukherjee2PiotrSankowski342AdrianVladu56Abstractimagesegmentation(Aroraetal.,2012;Shanuetal.,2016),cluster...
Submodular via Minimization Maximum Function
2023-11-16 18:30:581831401.7 KB1
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ASAM Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks
ASAM:AdaptiveSharpness-AwareMinimizationforScale-InvariantLearningofDeepNeuralNetworksJungminKwon1JeongseopKim1HyunseoPark1InKwonChoi1Abstractetal.,2021)asalearningalgorithmbasedonPAC-Bayesiangener...
Adaptive Learning for Minimization Scale-Invariant
2023-11-16 18:00:177171.89 MB4
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A Regret Minimization Approach to Iterative Learning Control
ARegretMinimizationApproachtoIterativeLearningControlNamanAgarwal1EladHazan12AnirudhaMajumdar12KaranSingh3Abstractoffactors.Theprimarychallengewefocusoninthispa-peristheexistenceofunmodeleddeviatio...
Learning to Approach Iterative Regret
2023-11-16 17:51:57736493.47 KB18
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Training Deep Energy-Based Models with f-Divergence Minimization
TrainingDeepEnergy-BasedModelswithf-DivergenceMinimizationLantaoYu1YangSong1JiamingSong1StefanoErmon1Abstractbasedmodels(Dinhetal.,2014;2016;Kingma&Dhariwal,2018)andsum-productnetworks(Poon&Domingo...
Models with Deep Minimization Energy-Based
2023-11-14 21:46:5014041.4 MB1
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Stochastic Regret Minimization in Extensive-Form Games
StochasticRegretMinimizationinExtensive-FormGamesGabrieleFarina1ChristianKroer2TuomasSandholm1345AbstractTypically,EFGmodelsareoperationalizedbycomputingeitheraNashequilibriumofthegame,oranapproxim...
Stochastic in Regret Minimization Games
2023-11-14 21:46:331254431.34 KB7
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Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization
StochasticFrank-WolfeforConstrainedFinite-SumMinimizationGeoffreyNe´giar1GideonDresdner2AliciaYi-TingTsai1LaurentElGhaoui13FrancescoLocatello24RobertM.Freund5FabianPedregosa6AbstractTable1.Worst-c...
for Stochastic Constrained Minimization Finite-Sum
2023-11-14 21:46:31528643.67 KB4
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Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization
StochasticCoordinateMinimizationwithProgressivePrecisionforStochasticConvexOptimizationSudeepSalgia1QingZhao1SattarVakili2Abstractknown,theexpectationofF(x;ξ)overξcannotbeanalyti-callycharacteriz...
for with Coordinate Precision Stochastic
2023-11-14 21:46:301051382.68 KB19
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Optimal approximation for unconstrained non-submodular Minimization
Optimalapproximationforunconstrainednon-submodularMinimizationMarwaElHalabi1StefanieJegelka1Abstractclassofsuchfunctionsareα-weaklyDR-submodularfunc-tions,introducedin(Lehmannetal.,2006).Theparame...
for Approximation Optimal Minimization Non-submodular
2023-11-14 21:45:401929689.63 KB29
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Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation
MulticlassNeuralNetworkMinimizationviaTropicalNewtonPolytopeApproximationGeorgiosSmyrnis1PetrosMaragos1Abstracttherecentadventofneuralnetworkshasprovideditwithan-otherapplicationofgreatinterest,whi...
Neural Newton via Network Multiclass
2023-11-14 21:45:159631.07 MB6
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Invariant Risk Minimization Games
InvariantRiskMinimizationGamesKartikAhuja1KarthikeyanShanmugam1KushR.Varshney1AmitDhurandhar1Abstractwereindeserts.TheCNNpickedupthespuriouscorrela-tion,i.e.,itassociatedgreenpastureswithcowsandfai...
Minimization Games Invariant Risk
2023-11-14 21:44:4311041.12 MB21
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Entropy Minimization In Emergent Languages
EntropyMinimizationInEmergentLanguagesEugeneKharitonov1RahmaChaabouni12DianeBouchacourt1MarcoBaroni13AbstractChevalier-Boisvertetal.,2019).Thepursuitmightalsoprovidecomparativeevidenceabouthowcorep...
in Minimization Entropy Emergent Languages
2023-11-14 21:44:0318932.05 MB24
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Stable-Predictive Optimistic Counterfactual Regret Minimization
Stable-PredictiveOptimisticCounterfactualRegretMinimizationGabrieleFarina1ChristianKroer2NoamBrown1TuomasSandholm1345Abstractwereusedasanessentialingredientforallrecentmilestonesinthebenchmarkdomai...
Counterfactual Regret Minimization Optimistic Stable-Predictive
2023-11-13 14:48:36749383.55 KB6
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Flat Metric Minimization with Applications in Generative Modeling
FlatMetricMinimizationwithApplicationsinGenerativeModelingThomasMo¨llenhoff1DanielCremers1Abstractfromlefttorightwevarythelatentcodez1(time)WetakethenovelperspectivetoviewdatanotFigure1.Discoverin...
Generative with in Applications Minimization
2023-11-13 14:47:139901.04 MB26
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Differentially Private Empirical Risk Minimization with Non-convex Loss Functions
DifferentiallyPrivateEmpiricalRiskMinimizationwithNon-convexLossFunctionsDiWang1ChangyouChen1JinhuiXu1Abstractsultsobtainedfromsensitivedatasothatthedistributionoftheperturbedresultsisinsensitiveto...
with Differentially Private Non-convex Minimization
2023-11-13 14:46:52514201.08 KB20
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