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Is Space-Time Attention All You Need for Video Understanding
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2023-11-1615338.17 MB12页11
Is Pessimism Provably Efficient for Offline RL
IsPessimismProvablyEfﬁcientforOfﬂineRL?YingJin1ZhuoranYang2ZhaoranWang3AbstractVinyalsetal.,2017)reliesontwoingredients:(i)expressivefunctionapproximators,e.g.,deepneuralnetworks(LeCunWestudyofﬂ...
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Inverse Decision Modeling Learning Interpretable Representations of Behavior
InverseDecisionModeling:LearningInterpretableRepresentationsofBehaviorDanielJarrett1AlihanHüyük1MihaelavanderSchaar12AbstractConsiderthe“lifecycle”ofdecisionanalysis[9]intherealworld.First,norm...
2023-11-168904.44 MB17页28
Inverse Constrained Reinforcement Learning
InverseConstrainedReinforcementLearningShehryarMalik1UsmanAnwar1AlirezaAghasi2AliAhmed1Abstract(a)Expertpolicy(b)Nominalpolicy(c)RecoveredpolicyInrealworldsettings,numerousconstraintsareFigure1.Asi...
2023-11-1619376.36 MB10页22
Interpreting and Disentangling Feature Components of Various Complexity from DNNs
InterpretingandDisentanglingFeatureComponentsofVariousComplexityfromDNNsJieRen1MingjieLi1ZexuLiu1QuanshiZhang12Abstract?(?)=????+????+?????+??Thispaperaimstodeﬁne,visualize,andana...
2023-11-161986987.72 KB11页30
Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold
InterpretableSteinGoodness-of-ﬁtTestsonRiemannianManifoldsWenkaiXu1TakeruMatsuda2AbstractonRiemannianmanifolds(Chikuse,2012;Mardia&Jupp,1999;Ley&Verdebout,2017).Inmanyapplications,weencounterdatao...
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Interpretable Stability Bounds for Spectral Graph Filters
InterpretableStabilityBoundsforSpectralGraphFiltersHenryKenlay1DorinaThanou2XiaowenDong1Abstractaubiquitoustooldesignedtoprocessgraph-structureddata.Inadditiontovarioussignalprocessingtasks(Shumane...
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Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
IntermediateLayerOptimizationforInverseProblemsusingDeepGenerativeModelsGiannisDaras1JosephDean1AjilJalal1AlexandrosG.Dimakis1Abstractthatrelyonapre-trainedgenerator,buildingonthegeneralframeworkin...
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Interaction-Grounded Learning
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Interactive Learning from Activity Description
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Integer Programming for Causal Structure Learning in the Presence of Latent Variables
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Integrated Defense for Resilient Graph Matching
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Instance-Optimal Compressed Sensing via Posterior Sampling
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Instance Specific Approximations for Submodular Maximization
InstanceSpeciﬁcApproximationsforSubmodularMaximizationEricBalkanski1SharonQian2YaronSinger2Abstract1.IntroductionFormanyoptimizationproblemsinmachinelearn-Acentralchallengeinmachinelearningisthatm...
2023-11-1618562.28 MB10页13
Instabilities of Offline RL with Pre-Trained Neural Representation
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Inferring serial correlation with dynamic backgrounds
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Infinite-Dimensional Optimization for Zero-Sum Games via Variational Transport
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Information Obfuscation of Graph Neural Networks
InformationObfuscationofGraphNeuralNetworksPeiyuanLiao1HanZhao2KeyuluXu3TommiJaakkola3GeoffreyGordon1StefanieJegelka3RuslanSalakhutdinov1Abstractthesocialnetwork.Bytakingthestructuredinformationoff...
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In-Database Regression in Input Sparsity Time
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Inference for Network Regression Models with Community Structure
InferenceforNetworkRegressionModelswithCommunityStructureMengjiePan1TylerH.McCormick2BaileyK.Fosdick3AbstractInthiswork,wefocusonacasewherecontinuousrelationsbetweenpairsofactorsaremodeledasalinear...
2023-11-161682934.67 KB10页26

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