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标签“in”的相关文档，共437条

What’s in the Box Exploring the inner Life of Neural Networks with Robust Rules
What’sintheBox?ExploringtheinnerLifeofNeuralNetworkswithRobustRulesJonasFischer1AnnaOla´h1JillesVreeken2AbstractYaretypicallyactivewhenneuronsXare.Forrobustnessweexplicitlyallowfornoise,andtoensu...
the in Exploring Box What
2023-11-16 19:42:2613652.21 MB22
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What does LIME really see in images
WhatDoesLIMEReallySeeinImages?DamienGarreau1DinaMardaoui2Abstractaparticularprediction.Respondingtothisemergingneed,manyinterpretabilitymethodshaveappearedinthelastﬁveTheperformanceofmodernalgorit...
in Images Does What Really
2023-11-16 19:42:2517846.52 MB26
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Value Iteration in Continuous Actions, States and Time
ValueIterationinContinuousActions,StatesandTimeMichaelLutter12ShieMannor13JanPeters2DieterFox14AnimeshGarg15AbstractValueIterationFittedValueIterationContinuousFittedValueIterationClassicalvalueite...
and in Value Continuous Iteration
2023-11-16 19:42:2210028.26 MB7
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Understanding the Dynamics of Gradient Flow in Overparameterized Linear models
UnderstandingtheDynamicsofGradientFlowinOverparameterizedLinearModelsSalmaTarmoun12GuilhermeFranc¸a13BenjaminHaeffele14Rene´Vidal14Abstractathoroughanalysisofthedynamicsofoptimizationmeth-ods,suc...
of Gradient the in Understanding
2023-11-16 19:42:181229544.93 KB7
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Understanding Noise injection in GANs
UnderstandingNoiseinjectioninGANsRuiliFeng1DeliZhao2Zheng-JunZha†1Abstractquantizingneuralnetworks(Baskinetal.,2018).inrecentyears,noiseinjection1hasattractedmoreandmoreatten-Noiseinjectionisaneff...
in GANs Understanding Noise Injection
2023-11-16 19:42:185512.51 MB20
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Understanding Failures in Out-of-Distribution Detection with Deep Generative Models
UnderstandingFailuresinOut-of-DistributionDetectionwithDeepGenerativeModelsLilyH.Zhang1MarkGoldstein1RajeshRanganath1Abstractdistribution,estimatedviaamodel(Bishop,1994).Deepgenerativemodels(DGMs)s...
with Deep in Detection Failures
2023-11-16 19:42:1715404.06 MB23
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Understanding and Mitigating Accuracy Disparity in Regression
UnderstandingandMitigatingAccuracyDisparityinRegressionJianfengChi1YuanTian1GeoffreyJ.Gordon2HanZhao3Abstractcases,BuolamwiniandGebru(2018)showedthatnotableaccuracydisparityexistsacrossdifferentrac...
and Regression in Understanding Accuracy
2023-11-16 19:42:1615411.27 MB26
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Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies
UnbiasedGradientEstimationinUnrolledComputationGraphswithPersistentEvolutionStrategiesPaulVicol12LukeMetz2JaschaSohl-Dickstein2AbstractZipser,1989;Tallec&Ollivier,2017a;Mujikaetal.,2018;Benzingetal...
Gradient graphs in Estimation Computation
2023-11-16 19:42:169531.25 MB25
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Towards Understanding Learning in Neural Networks with Linear Teachers
TowardsUnderstandingLearninginNeuralNetworkswithLinearTeachersRoeiSarussi1AlonBrutzkus1AmirGloberson1Abstractwillseparatethedata.Whichofthesewillbefoundbygradientdescent?Cananeuralnetworkminimizing...
Learning Neural Networks with in
2023-11-16 19:42:121477594.64 KB4
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Towards Understanding and Mitigating Social Biases in Language Models
TowardsUnderstandingandMitigatingSocialBiasesinLanguageModelsPaulPuLiang1ChiyuWu1Louis-PhilippeMorency1RuslanSalakhutdinov1AbstractZhaoetal.,2017).Morerecently,languagemodels(LMs)areincreasinglyuse...
and in Towards Understanding Mitigating
2023-11-16 19:42:12965963.33 KB26
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Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing
TowardsBetterLaplacianRepresentationinReinforcementLearningwithGeneralizedGraphDrawingKaixinWang1KuangqiZhou1QixinZhang2JieShao3BryanHooi1JiashiFeng1AbstractFigure1.VisualizationofenvironmentandLap...
Learning Reinforcement in Representation Better
2023-11-16 19:42:0912362.67 MB26
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Tightening the Dependence on Horizon in the Sample Complexity of Q-Learning
TighteningtheDependenceonHorizonintheSampleComplexityofQ-LearningGenLi1ChangxiaoCai2YuxinChen2YuantaoGu1YutingWei3YuejieChi4AbstractQ-learning(Borkar&Meyn,2000;Jaakkolaetal.,1994;Szepesva´ri,1998;...
on the in Sample Dependence
2023-11-16 19:42:081037390.16 KB21
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The Heavy-Tail Phenomenon in SGD
TheHeavy-TailPhenomenoninSGDMertGürbüzbalaban1UmutS¸ims¸ekli2LingjiongZhu3Abstract1.introductioninrecentyears,variousnotionsofcapacityandThelearningprobleminneuralnetworkscanbeexpressedascomple...
the in SGD Heavy-Tail Phenomenon
2023-11-16 19:42:0513311.34 MB2
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The Hintons in your Neural Network a Quantum Field Theory View of Deep Learning
TheHintonsinyourNeuralNetwork:aQuantumFieldTheoryViewofDeepLearningRobertoBondesan1MaxWelling1Abstractinthispaperweproposeadirectmappingofadeepneu-ralnetworkontoaopticalquantumcomputerthroughtheint...
Neural the in Network Quantum
2023-11-16 19:42:05752607.86 KB11
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Tensor Programs IV Feature Learning in infinite-Width Neural Networks
TensorProgramsIV:FeatureLearningininﬁnite-WidthNeuralNetworksGregYang1EdwardJ.Hu23AbstractFigure1.PCAofWord2VecembeddingsoftopUScitiesandstates,forNTK,width-64,andwidth-∞featurelearningnetworksAs...
Learning Feature in IV Tensor
2023-11-16 19:42:0319741.06 MB26
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Temporal Predictive Coding For Model-Based Planning in Latent Space
TemporalPredictiveCodingForModel-BasedPlanninginLatentSpaceTungNguyen1RuiShu2TuanPham1HungBui1StefanoErmon2Abstractever,itiswellknownthatperformingRLdirectlyinthehigh-dimensionalobservationspaceiss...
for in Model-Based Coding Temporal
2023-11-16 19:42:0212811.91 MB8
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TeachMyAgent a Benchmark for Automatic Curriculum Learning in Deep RL
TeachMyAgent:aBenchmarkforAutomaticCurriculumLearninginDeepRLCle´mentRomac1Re´myPortelas1KatjaHofmann2Pierre-YvesOudeyer1Abstractagentisunlikelytobeoptimalforcomplexlearningprob-lems.Buildingupon...
Learning for Curriculum Automatic in
2023-11-16 19:42:0113181.23 MB18
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Task-Optimal Exploration in Linear Dynamical Systems
Task-OptimalExplorationinLinearDynamicalSystemsAndrewWagenmaker1MaxSimchowitz2KevinJamieson1Abstracttaintyabouttheenvironment,anaivestrategymightbetoexploretheenvironmentuntilitisuniformlyunderstoo...
in Exploration Systems Linear Dynamical
2023-11-16 19:42:015741.23 MB18
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Structured World Belief for Reinforcement Learning in POMDP
StructuredWorldBeliefforReinforcementLearninginPOMDPGautamSingh1SkandPeri1JunghyunKim1HyunseokKim2SungjinAhn13Abstractgeneralizationtonovelscenes(Chenetal.,2020).Object-centricworldmodelsprovidestr...
Learning for Reinforcement in Structured
2023-11-16 19:41:5914001.01 MB18
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Strategic Classification in the Dark
StrategicClassiﬁcationintheDarkGaneshGhalme1VineetNair1ItayEilat1inbalTalgam-Cohen1NirRosenfeld1Abstractpayingbacktheloan.Thegoalofthestrategicclassiﬁcationliteratureistoshowwhenandhowtheﬁrmcanl...
the in Classification Strategic Dark
2023-11-16 19:41:5811061.34 MB7
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