"Optimization"的相关文档 - 文库宝

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标签“Optimization”的相关文档，共171条

Value-at-Risk Optimization with Gaussian Processes
Value-at-RiskOptimizationwithGaussianProcessesQuocPhongNguyen1ZhongxiangDai1BryanKianHsiangLow1PatrickJaillet2AbstractuncertaintyinZcanbecontrolledviathemean-varianceOptimizationframework(Iwazakiet...
Optimization with Gaussian Processes Value-at-Risk
2023-11-16 19:42:219381.28 MB9
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The Limits of Min-Max Optimization Algorithms Convergence to Spurious Non-Critical Sets
TheLimitsofMin-MaxOptimizationAlgorithms:ConvergencetoSpuriousNon-CriticalSetsYa-PingHsieh1PanayotisMertikopoulos23VolkanCevher4AbstractGivenanalgorithmforsolving(SP),itisthennaturaltoComparedtoord...
of Optimization Algorithms Convergence the
2023-11-16 19:42:068063.08 MB2
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The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks
TheImplicitRegularizationforAdaptiveOptimizationAlgorithmsonHomogeneousNeuralNetworksBohanWang1QiMeng1WeiChen1Tie-YanLiu1Abstractprocessing(Youngetal.,2018).Inpractice,deepneuralnetworks(DNN)learne...
Adaptive for Optimization Algorithms the
2023-11-16 19:42:051101737 KB22
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Reserve Price Optimization for First Price Auctions in Display Advertising
ReservePriceOptimizationforFirstPriceAuctionsinDisplayAdvertisingZheFeng1SébastienLahaie2JonSchneider2JinchaoYe2Abstracttimizationinﬁrst-price(i.e.,pay-your-bid)auctions,mo-tivatedbythefactthatal...
for Optimization in Price First
2023-11-16 19:41:361212437.61 KB7
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Whitening and Second Order Optimization Both Make Information in the Dataset Unusable During Training, and Can Reduce or Prevent Generalization
WhiteningandSecondOrderOptimizationBothMakeInformationintheDatasetUnusableDuringTraining,andCanReduceorPreventGeneralizationNehaS.Wadia1DanielDuckworth2SamuelS.Schoenholz2EthanDyer2JaschaSohl-Dicks...
Optimization and Both Order Make
2023-11-16 19:41:2711961.79 MB13
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Provably Efficient Fictitious Play Policy Optimization for Zero-Sum Markov Games with Structured Transitions
ProvablyEfﬁcientFictitiousPlayPolicyOptimizationforZero-SumMarkovGameswithStructuredTransitionsShuangQiu1XiaohanWei2JiepingYe1ZhaoranWang3ZhuoranYang4Abstractunderstandingofmulti-agentpolicyoptimi...
for Efficient Optimization Policy Provably
2023-11-16 19:28:341955322.17 KB18
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Provably Correct Optimization and Exploration with Non-linear Policies
ProvablyCorrectOptimizationandExplorationwithNon-linearPoliciesFeiFeng1WotaoYin1AlekhAgarwal2LinYang3Abstractrer&Geist,2014;Geistetal.,2019;Abbasi-Yadkorietal.,2019;Agarwaletal.,2020c;Bhandari&Russ...
Optimization and with Exploration Provably
2023-11-16 19:28:34538929.05 KB11
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Private Stochastic Convex Optimization Optimal Rates in L1 Geometry
PrivateStochasticConvexOptimization:OptimalRatesin1GeometryHilalAsi1VitalyFeldman2TomerKoren3KunalTalwar2AbstractInthisproblem(DP-SCO),givenni.i.d.samplesz1,...,znfromadistributionP,wewishtorelease...
Optimization Stochastic in Optimal Convex
2023-11-16 19:28:31773358.69 KB10
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Private Adaptive Gradient Methods for Convex Optimization
PrivateAdaptiveGradientMethodsforConvexOptimizationHilalAsi12JohnDuchi23AlirezaFallah41OmidJavidbakht5KunalTalwar5Abstractopingprivatevariantsofstochasticgradientdescent(SGD),wherealgorithmsguarant...
Adaptive for Optimization Gradient Methods
2023-11-16 19:28:318182.19 MB24
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Policy Gradient Bayesian Robust Optimization for Imitation Learning
PolicyGradientBayesianRobustOptimizationforImitationLearningZaynahJaved1DanielS.Brown1SatvikSharma1JerryZhu1AshwinBalakrishna1MarekPetrik2AncaD.Dragan1KenGoldberg1Abstracthuman-designedrewardfuncti...
for Optimization Gradient Bayesian Robust
2023-11-16 19:28:291011874.8 KB15
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PODS Policy Optimization via Differentiable Simulation
PODS:PolicyOptimizationviaDifferentiableSimulationMiguelZamora1MomchilPeychev1SehoonHa2MartinVechev1StelianCoros1Abstractpotentiallyunsafe.Fortunately,recentyearshaveseenexcit-ingprogressinsimulati...
Optimization via Policy Differentiable Simulation
2023-11-16 19:28:2912612.05 MB28
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Optimization Planning for 3D ConvNets
OptimizationPlanningfor3DConvNetsZhaofanQiu1TingYao1Chong-WahNgo2TaoMei1Abstractstance,anensembleofLGD-3Dnetworks(Qiuetal.,2019)achieves17.88%intermsofaverageerrorintrimmedvideoItisnottrivialtoopti...
3D for Optimization Planning ConvNets
2023-11-16 19:28:268657.26 MB5
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Optimization of Graph Neural Networks Implicit Acceleration by Skip Connections and More Depth
OptimizationofGraphNeuralNetworks:ImplicitAccelerationbySkipConnectionsandMoreDepthKeyuluXu1MozhiZhang2StefanieJegelka1KenjiKawaguchi3AbstracttheoreticalaspectsofGNNstounderstandtheirsuccessandlimi...
of Neural Networks Optimization Graph
2023-11-16 19:28:261010508 KB29
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OptiDICE Offline Policy Optimization via Stationary Distribution Correction Estimation
OptiDICE:OfﬂinePolicyOptimizationviaStationaryDistributionCorrectionEstimationJongminLee1WonseokJeon23Byung-JunLee4JoellePineau235Kee-EungKim16Abstractandthentodeploythemodelwithitsparameterﬁxedw...
Optimization via Policy Distribution Stationary
2023-11-16 19:28:251741994.54 KB29
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Online Optimization in Games via Control Theory Connecting Regret, Passivity and Poincaré Recurrence
OnlineOptimizationinGamesviaControlTheory:ConnectingRegret,PassivityandPoincare´RecurrenceYunKuenCheung1GeorgiosPiliouras2AbstracttheoryandonlineOptimization.Wepresentanovelcontrol-theoreticunders...
Online Optimization via in Theory
2023-11-16 19:28:241927558.17 KB10
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On the Optimality of Batch Policy Optimization Algorithms
OntheOptimalityofBatchPolicyOptimizationAlgorithmsChenjunXiao12YifanWu3TorLittlemore4BoDai2JinchengMei12LihongLi†5CsabaSzepesvari14DaleSchuurmans12Abstractaﬁxeddatasetofpreviouslycollectedexperie...
of Optimization on the Policy
2023-11-16 19:15:478423.58 MB11
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On Proximal Policy Optimization’s Heavy-tailed Gradients
OnProximalPolicyOptimization’sHeavy-tailedGradientsSaurabhGarg1JoshuaZhanson2EmilioParisotto1AdarshPrasad1J.ZicoKolter2ZacharyC.Lipton1SivaramanBalakrishnan3RuslanSalakhutdinov1PradeepRavikumar1Ab...
Optimization on Policy Proximal Gradients
2023-11-16 19:15:441108607.75 KB20
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Nondeterminism and Instability in Neural Network Optimization
NondeterminismandInstabilityinNeuralNetworkOptimizationCeciliaSummers1MichaelJ.Dinneen1Abstractwasteful,usingmorecomputingpower,increasingthetimerequiredforeffectiveresearch,andmakingreproducibilit...
Neural Optimization and in Network
2023-11-16 19:15:37664967.54 KB28
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Muesli Combining Improvements in Policy Optimization
Muesli:CombiningImprovementsinPolicyOptimizationMatteoHessel1IvoDanihelka12FabioViola1ArthurGuez1SimonSchmitt1LaurentSifre1TheophaneWeber1DavidSilver12HadovanHasselt1AbstractMedianhuman-normalizeds...
Optimization in Combining Policy Muesli
2023-11-16 19:15:291390970.75 KB17
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Monotonic Robust Policy Optimization with Model Discrepancy
MonotonicRobustPolicyOptimizationwithModelDiscrepancyYuankunJiang1ChenglinLi2WenruiDai1JunniZou1HongkaiXiong2Abstractcontroltasks,e.g.,playingcomputergameswithhuman-levelperformance(Mnihetal.,2013;...
Optimization with Model Robust Policy
2023-11-16 19:15:2814682.57 MB9
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