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标签“Efficient”的相关文档，共121条

Efficient Differentiable Simulation of Articulated Bodies
EfﬁcientDifferentiableSimulationofArticulatedBodiesYi-LingQiao12JunbangLiang1VladlenKoltun2MingC.Lin1Abstract2019).However,theydonothaveaccesstoanalyticderiva-tivesofthearticulateddynamics.Therefo...
of Efficient Differentiable Simulation Articulated
2023-11-16 18:37:5715781.38 MB9
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Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games
EffcientDeviationTypesandLearningforHindsightRationalityinExtensive-FormGamesDustinMorrill1RyanD’Orazio2MarcLanctot3JamesR.Wright1MichaelBowling13AmyR.Greenwald4Abstractmeasuredbyregretinhindsight...
Learning for Efficient and Types
2023-11-16 18:37:57674429.75 KB4
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DAGs with No Curl An Efficient DAG Structure Learning Approach
DAGswithNoCurl:AnEfﬁcientDAGStructureLearningApproachYueYu1TianGao2NaiyuYin3QiangJi3AbstractHowever,DAGlearningisproventobeNP-hard(Chicker-ingetal.,2004)andscalabilitybecomesamajorissue.Recentlydi...
Efficient An with No DAG
2023-11-16 18:30:551924353.69 KB12
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Bridging Multi-Task Learning and Meta-Learning Towards Efficient Training and Effective Adaptation
BridgingMulti-TaskLearningandMeta-Learning:TowardsEfﬁcientTrainingandEffectiveAdaptationHaoxiangWang1HanZhao1BoLi1Abstract1.IntroductionMulti-tasklearning(MTL)aimstoimprovetheMulti-tasklearninghas...
Learning Efficient and Multi-task Meta-Learning
2023-11-16 18:11:161221622.28 KB22
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Auto-NBA Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators
Auto-NBA:EfﬁcientandEffectiveSearchOvertheJointSpaceofNetworks,Bitwidths,andAcceleratorsYongganFu1YonganZhang1YangZhang2DavidCox2YingyanLin1Abstractacceleratorefﬁciency.Ourcodesareavailableat:htt...
Efficient and the Search Effective
2023-11-16 18:07:4018821.93 MB11
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Beyond the Pareto Efficient Frontier Constraint Active Search for Multiobjective Experimental Design
BeyondtheParetoEfﬁcientFrontier:ConstraintActiveSearchforMultiobjectiveExperimentalDesignGustavoMalkomes1BolongCheng1EricHansLee1MichaelMcCourt1AbstractInrecentyears,activelearninghasgainedpopular...
Active Efficient the Beyond Pareto
2023-11-16 18:07:3619702.7 MB17
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A Free Lunch From ANN Towards Efficient, Accurate Spiking Neural Networks Calibration
AFreeLunchFromANN:TowardsEfﬁcient,AccurateSpikingNeuralNetworksCalibrationYuhangLi12ShikuangDeng1XinDong3RuihaoGong4ShiGu1AbstractFeaturesTrainingConversionCalibrationSpikingNeuralNetwork(SNN)hasb...
from Efficient Accurate Towards Free
2023-11-16 17:52:026522.96 MB2
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1-bit Adam Communication Efficient Large-Scale Training with Adam’s Convergence Speed
1-bitAdam:CommunicationEfﬁcientLarge-ScaleTrainingwithAdam’sConvergenceSpeedHanlinTang12ShaoduoGan3AmmarAhmadAwan1SamyamRajbhandari1ConglongLi1XiangruLian2JiLiu2CeZhang3YuxiongHe1Abstract1.Introd...
Efficient with Communication Large-Scale Training
2023-11-16 17:52:019272.89 MB29
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A Tale of Two Efficient and Informative Negative Sampling Distributions
ATaleofTwoEfﬁcientandInformativeNegativeSamplingDistributionsShabnamDaghaghi1TharunMedini1NicholasMeisburger2BeidiChen3MengnanZhao1AnshumaliShrivastava21AbstractAIproblemsarecurrentlymodeledasmass...
of Efficient and Tale Two
2023-11-16 17:51:5911261.04 MB16
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State Space Expectation Propagation Efficient Inference Schemes for Temporal Gaussian Processes
StateSpaceExpectationPropagation:EfﬁcientInferenceSchemesforTemporalGaussianProcessesWilliamJ.Wilkinson1PaulE.Chang1MichaelRiisAndersen2ArnoSolin1AbstractFiltering/Forwardpass→←Smoothing/Backwar...
Efficient Inference Space Propagation Expectation
2023-11-14 21:46:3015083.87 MB10
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Statistically Efficient Off-Policy Policy Gradients
StatisticallyEfﬁcientOff-PolicyPolicyGradientsNathanKallus1MasatoshiUehara2AbstractTable1.Comparisonofoff-policypolicygradientestimators.Here,f=Θ(g)means0<liminff/g≤limsupf/g<∞(nottoPolicygradi...
Efficient Off-Policy Policy Gradients Statistically
2023-11-14 21:46:3010531.72 MB2
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Semismooth Newton Algorithm for Efficient Projections onto $ ell_1, infty$-norm Ball
SemismoothNewtonAlgorithmforEfﬁcientProjectionsonto1,∞-normBallDejunChu1ChangshuiZhang1ShiliangSun2QingTao3AbstracttionproblemThestructuredsparsity-inducing1,∞-norm,asminL(W)+λR(W)(1)ageneraliz...
for Efficient Algorithm Newton Semismooth
2023-11-14 21:46:221493389.56 KB6
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Scalable and Efficient Comparison-based Search without Features
ScalableandEfﬁcientComparison-basedSearchwithoutFeaturesDaniyarChumbalov1LucasMaystre2MatthiasGrossglauser1Abstractameaningfulquery.However,thisisoftenanon-trivialtaskforahumanuser.Forexample,most...
Efficient and without Search Features
2023-11-14 21:46:17917630.96 KB26
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Provably Efficient Model-based Policy Adaptation
ProvablyEfﬁcientModel-basedPolicyAdaptationYudaSong1AditiMavalankar1WenSun2SicunGao1AbstractMordatchetal.,2015),ormeta-learnpoliciesormodelsthatcanbequicklyadaptedtoin-distributionenvironments(Fin...
Efficient Adaptation Model-Based Policy Provably
2023-11-14 21:46:0016797.27 MB24
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Provably Efficient Exploration in Policy Optimization
ProvablyEfﬁcientExplorationinPolicyOptimizationQiCai1ZhuoranYang2ChiJin3ZhaoranWang1Abstractofiterations,evengiveninﬁnitedata.Meanwhile,fromthestatisticalperspective,itremainsunclearhowtoattainWh...
Efficient Optimization in Policy Exploration
2023-11-14 21:46:00504443.41 KB11
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PENNI Pruned Kernel Sharing for Efficient CNN Inference
PENNI:PrunedKernelSharingforEfﬁcientCNNInferenceShiyuLi1EdwardHanson1HaiLi1YiranChen1Abstractlayer(Zagoruyko&Komodakis,2016),ormorebranches(Szegedyetal.,2015).Amajordrawbackofna¨ıvelyin-Although...
for Kernel Efficient Sharing CNN
2023-11-14 21:45:507081.81 MB30
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Oracle Efficient Private Non-Convex Optimization
OracleEfﬁcientPrivateNon-ConvexOptimizationSethNeel1AaronRoth2GiuseppeVietri3ZhiweiStevenWu3Abstractandaparameterw∈W:argminwL(D,w).Thisgeneralclassofproblemsincludesclassicalempiricalriskminimiza...
Efficient Optimization Private Non-convex Oracle
2023-11-14 21:45:46539316.25 KB24
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On Efficient Constructions of Checkpoints
OnEfﬁcientConstructionsofCheckpointsYuChen1ZhenmingLiu1BinRen1XinJin2AbstractProducingcheckpointsfrequentlyenablesfailedtrainingprocesstorestartwithminimumwastedtime,andservesEfﬁcientconstruction...
of Efficient on Constructions Checkpoints
2023-11-14 21:45:295408.58 MB12
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On Efficient Low Distortion Ultrametric Embedding
OnEfﬁcientLowDistortionUltrametricEmbeddingVincentCohen-Addad1KarthikC.S.2GuillaumeLagarde3Abstract1.IntroductionAclassicprobleminunsupervisedlearningandThecurseofdimensionalityhasruthlesslybeenha...
Efficient on low embedding Distortion
2023-11-14 21:45:281268281.08 KB20
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Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis
MultiresolutionTensorLearningforEfﬁcientandInterpretableSpatialAnalysisJungYeonPark1KennethTheoCarr1StephanZheng2YisongYue3RoseYu14AbstractWeareinterestedinlearn-Efﬁcientandinterpretablespatialan...
Learning for Efficient and Tensor
2023-11-14 21:45:171455841 KB18
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