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标签“with”的相关文档，共634条

Sequence Generation with Mixed Representations
SequenceGenerationwithMixedRepresentationsLijunWu12ShufangXie2YingceXia2YangFan3TaoQin2JianhuangLai1Tie-YanLiu2AbstractTable1.AGermansentenceexample(Oristandsfororiginal)oftokenizationresultsbyBPE,...
Representations Generation with Sequence Mixed
2023-11-14 21:46:221505401.25 KB8
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Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees
SemiparametricNonlinearBipartiteGraphRepresentationLearningwithProvableGuaranteesSenNa1YuweiLuo1ZhuoranYang2ZhaoranWang3MladenKolar4Abstract1.IntroductionGraphrepresentationlearningisaubiquitoustas...
Learning with Graph Representation Nonlinear
2023-11-14 21:46:211559786.33 KB14
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Semi-Supervised Learning with Normalizing Flows
Semi-SupervisedLearningwithNormalizingFlowsPavelIzmailov1PolinaKirichenko1MarcFinzi1AndrewGordonWilson1Abstractwouldbeapoorinductivebiasforhandlingtranslationsorrepresentingothersalientstatisticalp...
Learning with Normalizing Flows Semi-Supervised
2023-11-14 21:46:211664730.37 KB14
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SDE-Net Equipping Deep Neural Networks with Uncertainty Estimates
SDE-Net:EquippingDeepNeuralNetworkswithUncertaintyEstimatesLingkaiKong1JimengSun2ChaoZhang1Abstractbilitiesforclassiﬁcation(Guoetal.,2017).Moreover,theycanmakeerroneousyetwildlyconﬁdentprediction...
Neural Networks with Deep Uncertainty
2023-11-14 21:46:1917579.31 MB24
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Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing
ScalingupHybridProbabilisticInferencewithLogicalandArithmeticConstraintsviaMessagePassingZheZeng1PaoloMorettin2FanqiYan3AntonioVergari1GuyVandenBroeck1Abstractmodelforthistaskhastodealwithcontinuou...
Inference with Probabilistic Scaling Up
2023-11-14 21:46:1914652.35 MB22
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Scalable Identification of Partially Observed Systems with Certainty-Equivalent EM
ScalableIdentiﬁcationofPartiallyObservedSystemswithCertainty-EquivalentEMKunalMenda1JeandeBecdelie`vre1JayeshK.Gupta1IlanKroo1MykelJ.Kochenderfer1ZacharyManchester1Abstract···xtxt+1···System...
of Identification with Systems Scalable
2023-11-14 21:46:1918732.97 MB8
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Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase
ScalableGaussianProcessSeparationforKernelswithaNon-StationaryPhaseJanGraßhoff1AlexandraJankowski1PhilippRostalski1Abstractproposed(Liuetal.,2018),oneofwhichisbasedoncom-putinglow-rankapproximatio...
for with Gaussian Process Regression
2023-11-14 21:46:181465770.59 KB18
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Scalable Differential Privacy with Certified Robustness in Adversarial Learning
ScalableDifferentialPrivacywithCertiﬁedRobustnessinAdversarialLearningNhatHaiPhan1MyT.Thai2HanHu1RuomingJin3TongSun4DejingDou56Abstracttrainingdatatoconsistofbenignexamplesandadversar-ialexamplesc...
with in Differential Privacy Robustness
2023-11-14 21:46:171983614.28 KB3
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ROMA Multi-Agent Reinforcement Learning with Emergent Roles
ROMA:Multi-AgentReinforcementLearningwithEmergentRolesTonghanWang1HengDong1VictorLesser2ChongjieZhang1Abstract598Theroleconceptprovidesausefultooltode-signandunderstandcomplexmulti-agentsys-162tems...
Learning with Reinforcement Multi-Agent Emergent
2023-11-14 21:46:159805.75 MB28
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Robust learning with the Hilbert-Schmidt independence criterion
RobustLearningwiththeHilbert-SchmidtIndependenceCriterionDanielGreenfeld1UriShalit1Abstractvantastrainingsetssuchaslabeledimagecollectionsareoftenrestrictedtoacertainsetting,timeorplace,whiletheWei...
Learning Independence with the Robust
2023-11-14 21:46:1414801.1 MB28
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Robust Multi-Agent Decision-Making with Heavy-Tailed Payoffs
CooperativeMulti-AgentBanditswithHeavyTailsAbhimanyuDubey1AlexPentland1AbstractAv,t∈A,wherethespaceofactionsAisassumedtobeﬁniteandcountable(A=K).Itthenobtainsani.i.d.Westudytheheavy-tailedstochas...
with Robust Multi-Agent Decision-Making Heavy-tailed
2023-11-14 21:46:1317162.88 MB24
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Revisiting Spatial Invariance with Low-Rank Local Connectivity
RevisitingSpatialInvariancewithLow-RankLocalConnectivityGamaleldinF.Elsayed1PrajitRamachandran1JonathonShlens1SimonKornblith1AbstractH1:Spatialinvarianceisagoodinductivebias.H2:Spatialinvarianceiso...
Low-Rank with Local Spatial Invariance
2023-11-14 21:46:111865826.51 KB22
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Retro Learning Retrosynthetic Planning with Neural Guided A Search
Retro:LearningRetrosyntheticPlanningwithNeuralGuidedASearchBinghongChen1ChengtaoLi2HanjunDai3LeSong14AbstractExistingmethodsroughlyfallintotwocategories,eithertemplate-basedortemplate-free.Eachchem...
Learning Neural with Planning Guided
2023-11-14 21:46:1017441.12 MB4
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Reserve Pricing in Repeated Second-Price Auctions with Strategic Bidders
ReservePricinginRepeatedSecond-PriceAuctionswithStrategicBiddersAlexeyDrutsa12Abstractparticipatesineachroundofthisgame,holdsaﬁxedprivatevaluationforagood(e.g.,anadspace),andseekstomaxi-Westudyrev...
with in Repeated auctions Pricing
2023-11-14 21:46:091326725.29 KB21
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Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks
ReliableEvaluationofAdversarialRobustnesswithanEnsembleofDiverseParameter-freeAttacksFrancescoCroce1MatthiasHein1Abstractvariationsareusingotherlosses(Zhangetal.,2019b)andboostrobustnessviagenerati...
of Adversarial An with Evaluation
2023-11-14 21:46:091427724.06 KB11
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Reinforcement Learning with Differential Privacy
PrivateReinforcementLearningwithPACandRegretGuaranteesGiuseppeVietri1BorjaBalle2AkshayKrishnamurthy3StevenWu1Abstractingdataisavailablebeforehand.Whilethesetechniquescoveralargenumberofapplications...
Learning with Reinforcement Differential Privacy
2023-11-14 21:46:08534299.45 KB3
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Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows
RelaxingBijectivityConstraintswithContinuouslyIndexedNormalisingFlowsRobCornish1AnthonyCaterini1GeorgeDeligiannidis12ArnaudDoucet1AbstractFigure1:Densitieslearnedbya10-layerResFlow(left),100-layerR...
with Constraints Relaxing Continuously Indexed
2023-11-14 21:46:088721.85 MB20
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Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation
ProvablyConvergentTwo-TimescaleOff-PolicyActor-CriticwithFunctionApproximationShangtongZhang1BoLiu2HengshuaiYao3ShimonWhiteson1Abstractatwo-timescaleconvergentanalysisunderfunctionapproxi-mation(Ko...
with Off-Policy Provably Function Actor-Critic
2023-11-14 21:45:591377610.06 KB10
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Projection-free Distributed Online Convex Optimization with $O( sqrtT)$ Communication Complexity
Projection-free√DistributedOnlineConvexOptimizationwithO(T)CommunicationComplexityYuanyuWan1Wei-WeiTu2LijunZhang1AbstractIncontrast,thelinearoptimizationstepinCGonlyrequirescomputingthetopsingular...
Online Distributed Optimization with Convex
2023-11-14 21:45:57662373.82 KB3
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Problems with Shapley-value-based explanations as feature importance measures
ProblemswithShapley-value-basedexplanationsasfeatureimportancemeasuresI.ElizabethKumar1SureshVenkatasubramanian1CarlosScheidegger2SorelleA.Friedler3Abstractbythemodel,andthegameisthepredictionofthe...
Feature with Importance as Problems
2023-11-14 21:45:57941468.14 KB29
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