"Machines"的相关文档

Slot Machines Discovering Winning Combinations of Random Weights in Neural Networks
SlotMachines:DiscoveringWinningCombinationsofRandomWeightsinNeuralNetworksMaxwellMbabillaAladago1LorenzoTorresani1AbstractLearningtypicallyinvolveseitheroptimizinganetworkfromscratch(Krizhevskyetal...
of random Discovering Machines Winning
2023-11-16 19:41:506051.35 MB13
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Its Not What Machines Can Learn, Its What We Cannot Teach
It’sNotWhatMachinesCanLearn,It’sWhatWeCannotTeachGalYehuda1MosheGabel2AssafSchuster1AbstractdatasetgenerationprocesscomplexityofresultingtaskCandeepneuralnetworkslearntosolveanytask,harderandinpa...
Can Learn Machines its Not
2023-11-14 21:44:452003444.73 KB11
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Growing Adaptive Multi-hyperplane Machines
GrowingAdaptiveMulti-HyperplaneMachinesNemanjaDjuric1ZhuangWang2SlobodanVucetic3AbstracttomakeSVMmorescalable,eitherbyproposingalgo-rithmicspeed-ups(Platt,1998;Kivinenetal.,2002;Vish-AdaptiveMulti-...
Adaptive Machines Growing Multi-hyperplane
2023-11-14 21:44:271045402.05 KB14
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RaFM Rank-Aware Factorization Machines
RaFM:Rank-AwareFactorizationMachinesXiaoshuangChen1YinZheng2JiaxingWang3WenyeMa2JunzhouHuang2Abstract#Feature5×104FatorizationMachines(FM)areapopularmodel#Feature4classtolearnpairwiseinteractionsb...
Machines Factorization RaFM Rank-Aware
2023-11-13 14:48:20875368.51 KB14
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Autoregressive Energy Machines
AutoregressiveEnergyMachinesCharlieNash1ConorDurkan1Abstractcuratedensityestimationratherthansampling,andthesemodelshaveseenuseassurrogatelikelihoods(Papamakar-Neuraldensityestimatorsareﬂexiblefam...
Energy Machines Autoregressive
2023-11-13 14:46:2718644.04 MB3
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Training Neural Machines with Trace-Based Supervision
TrainingNeuralMachineswithTrace-BasedSupervisionMatthewB.Mirman1DimitarDimitrov1PavleDjordjevic1TimonGehr1MartinVechev1Abstractadditionalamountsofsupervisionprovidedtotheseinter-pretablecomponentsd...
Neural with Machines Training Supervision
2023-11-13 12:00:5514771.03 MB28
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Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction
ScalingUpSparseSupportVectorMachinesbySimultaneousFeatureandSampleReductionWeizhongZhang12BinHong13WeiLiu2JiepingYe3DengCai1XiaofeiHe1JieWang3Abstracttionandvariableselectionby1-normpenalty.Thelast...
Sparse by Vector Support Machines
2023-11-12 20:45:12715559.12 KB28
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Kernelized Support Tensor Machines
KernelizedSupportTensorMachinesLifangHe1Chun-TaLu1GuixiangMa1ShenWang1LinlinShen2PhilipS.Yu13AnnB.Ragin4Abstractthislearningframework,severaltensor-basedlinearmod-els(Zhouetal.,2013;Haoetal.,2013)h...
Tensor Kernelized Support Machines
2023-11-12 20:44:351308882.08 KB30
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