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标签“in”的相关文档，共437条

Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders
SpectralSmoothingUnveilsPhaseTransitionsinHierarchicalVariationalAutoencodersAdeelPervez1EfstratiosGavves1Abstracttivemodelp(xz)andtheapproximateposteriorq(zx)areGaussiandistributionsoptimizedinuni...
Hierarchical in Phase Spectral Smoothing
2023-11-16 19:41:5519643.3 MB11
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SparseBERT Rethinking the Importance Analysis in Self-attention
SparseBERT:RethinkingtheImportanceAnalysisinSelf-attentionHanShi1JiahuiGao2XiaozheRen3HangXu3XiaodanLiang4ZhenguoLi3JamesT.Kwok1AbstractincludetheBERT(Devlinetal.,2019),whichachievesstate-of-the-ar...
Analysis the in Importance Rethinking
2023-11-16 19:41:547812.41 MB6
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Soft then Hard Rethinking the Quantization in Neural Image Compression
SoftthenHard:RethinkingtheQuantizationinNeuralImageCompressionZongyuGuo1ZhizhengZhang1RunsenFeng1ZhiboChen1AbstractQuantizationisoneofthekeychallengesforneuralimagecompression.Sincethegradientofqua...
the in Hard Soft Rethinking
2023-11-16 19:41:5113854.47 MB28
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Sharing Less is More Lifelong Learning in Deep Networks with Selective Layer Transfer
SharingLessisMore:LifelongLearninginDeepNetworkswithSelectiveLayerTransferSeungwonLee1SimaBehpour2EricEaton1Abstract&Hospedales,2017;Leeetal.,2019;Liuetal.,2019b;Bulatetal.,2020),suchassharingthelo...
Learning in is Sharing More
2023-11-16 19:41:461046709.1 KB19
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Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More
ScalableOptimalTransportinHighDimensionsforGraphDistances,EmbeddingAlignment,andMoreJohannesKlicpera1MartenLienen1StephanGünnemann1Abstractcostw.r.t.somepointwisecostfunction(e.g.theEuclideandista...
for in High Dimensions Optimal
2023-11-16 19:41:42636634.88 KB8
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Sample Efficient Reinforcement Learning in Continuous State Spaces A Perspective Beyond Linearity
SampleEfﬁcientReinforcementLearninginContinuousStateSpaces:APerspectiveBeyondLinearityDhruvMalik1AldoPacchiano2VishwakSrinivasan1YuanzhiLi1Abstractsuchabenchmark(Bellemareetal.,2013).Agentstrained...
Learning Efficient Reinforcement in Sample
2023-11-16 19:41:391099382.37 KB4
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Run-Sort-ReRun Escaping Batch Size Limitations in Sliced Wasserstein Generative Models
Run-Sort-ReRun:EscapingBatchSizeLimitationsinSlicedWassersteinGenerativeModelsJose´Lezama1WeiChen2QiangQiu2Abstract2017;Lietal.,2017;Mrouehetal.,2017;Heuseletal.,2017;Deshpandeetal.,2018).However,...
in Batch Sliced Escaping Limitations
2023-11-16 19:41:395178.22 MB6
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Robust Pure Exploration in Linear Bandits with Limited Budget
RobustPureExplorationinLinearBanditswithLimitedBudgetAyyaAlieva1AshokCutkosky2AbhimanyuDas3Abstracttheexplorationphaseshouldbesomehowefﬁcient-wewishtomakethebestuseofourlimitedbudgetinordertoWecon...
with Robust in Exploration Bandits
2023-11-16 19:41:38893463.98 KB23
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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 19:41:361214437.61 KB7
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Robust Asymmetric Learning in POMDPs
RobustAsymmetricLearninginPOMDPsAndrewWarrington1J.WilderLavington23AdamS´cibior23MarkSchmidt24FrankWood235Abstracttheworld,tocompletethetask.Atrainee,observingonlyimages,canthenlearntomimictheact...
Learning Asymmetric Robust in POMDPs
2023-11-16 19:41:3612392.46 MB9
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Risk Bounds and Rademacher Complexity in Batch Reinforcement Learning
RiskBoundsandRademacherComplexityinBatchReinforcementLearningYaqiDuan1ChiJin2ZhiyuanLi3Abstractalgorithmsincludingsupportvectormachines(Cortes&Vapnik,1995;Suykens&Vandewalle,1999),boosting(Fre-This...
and Complexity in Batch bounds
2023-11-16 19:41:351939398.95 KB7
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Reward Identification in inverse Reinforcement Learning
RewardIdentiﬁcationininverseReinforcementLearningKunoKim1KirankumarShiragur1ShivamGarg1StefanoErmon1AbstractMDPstobuildcomputationalmodels(Niv,2009)ofreal-world,rationaldecisionmakerssuchasinvesto...
Learning Identification Reinforcement in Inverse
2023-11-16 19:41:34829707.94 KB14
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Revenue-incentive Tradeoffs in Dynamic Reserve Pricing
Revenue-incentiveTradeoffsinDynamicReservePricingYuanDeng1Se´bastienLahaie1VahabMirrokni1SongZuo1Abstract1981).Anaturalideatocircumventthisdifﬁcultyinpracticeistolearnareservepricefromtheadvertis...
in Dynamic Tradeoffs Pricing Reserve
2023-11-16 19:41:33555612.36 KB19
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Resource Allocation in Multi-armed Bandit Exploration Overcoming Sublinear Scaling with Adaptive Parallelism
ResourceAllocationinMulti-armedBanditExploration:OvercomingSublinearScalingwithAdaptiveParallelismBrijenThananjeyan1KirthevasanKandasamy1IonStoica1MichaelI.Jordan1KenGoldberg1JosephE.Gonzalez1Abstr...
in Exploration Allocation Bandit Multi-armed
2023-11-16 19:41:3213231.29 MB2
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Representational aspects of depth and conditioning in normalizing flows
RepresentationalaspectsofdepthandconditioninginnormalizingﬂowsFredericKoehler1VirajMehta2AndrejRisteski3Abstract1.introductionNormalizingﬂowsareamongthemostpopularDeepgenerativemodelsareoneofthel...
of and in Conditioning Representational
2023-11-16 19:41:32701563.66 KB1
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REPAinT Knowledge Transfer in Deep Reinforcement Learning
REPAinT:KnowledgeTransferinDeepReinforcementLearningYunzheTao1SahikaGenc1JonathanChung1TaoSun1SunilMallya1Abstractimproveperformanceonothertasks.AcceleratinglearningprocessesforcomplextasksTransfer...
Learning Reinforcement Deep in Transfer
2023-11-16 19:41:3112335.59 MB16
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Quantifying Ignorance in individual-Level Causal-Effect Estimates under Hidden Confounding
QuantifyingIgnoranceinindividual-LevelCausal-EffectEstimatesunderHiddenConfoundingAndrewJesson1So¨renMindermann1YarinGal1UriShalit2Abstractfordiscoveringpopulation-levelcausaleffectsofsuchtreat-me...
in under Quantifying Estimates Ignorance
2023-11-16 19:28:367482.38 MB28
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Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability
QuantifyingAvailabilityandDiscoveryinRecommenderSystemsviaStochasticReachabilityMihaelaCurmei1SarahDean1BenjaminRecht1Abstractwhichhavebeenimplicatedinunintendedconsequenceslikepolarizationorradica...
and Discovery in Systems Quantifying
2023-11-16 19:28:36912988.96 KB16
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Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies
QuantifyingandReducingBiasinMaximumLikelihoodEstimationofStructuredAnomaliesUthsavChitra1KimberlyDing1JasperC.H.Lee2BenjaminJ.Raphael1Abstract1.introductionAnomalyestimation,ortheproblemofﬁndingAn...
and in Maximum Likelihood Bias
2023-11-16 19:28:3514421.86 MB16
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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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