"Quantum"的相关文档

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
下载文档
Quantum algorithms for reinforcement learning with a generative model
QuantumAlgorithmsforReinforcementLearningwithaGenerativeModelDaochenWang1AarthiSundaram2RobinKothari2AshishKapoor3MartinRoetteler2Abstractfasteralgorithmsforcertaintaskslikesearchandfactor-ing(Grov...
Learning for Generative Algorithms with
2023-11-16 19:28:371536405.27 KB14
下载文档
Exponentially Many Local Minima in Quantum Neural Networks
ExponentiallyManyLocalMinimainQuantumNeuralNetworksXuchenYou12XiaodiWu12Abstractso-calledvariationalQuantummethod(e.g.,Peruzzoetal.(2014)),arethemajorcandidatesofapplicationsthatcanbeQuantumNeuralN...
Neural Local in Quantum Minima
2023-11-16 18:38:06799824.91 KB4
下载文档
Quantum Expectation-Maximization for Gaussian Mixture Models
QuantumExpectation-MaximizationforGaussianmixturemodelsIordanisKerenidis12AlessandroLuongo31AnupamPrakash2AbstractHere,welookatExpectation-Maximization(EM),afun-WedeﬁneaQuantumversionofExpectation...
for Models Gaussian Expectation-Maximization Quantum
2023-11-14 21:46:021601321.27 KB11
下载文档
Quantum Boosting
QuantumBoostingSrinivasanArunachalam1ReevuMaity2Abstracttherehavebeeneffortsinunderstandingtheinterplaybe-tweenlearningalgorithmsandnoisyQuantumdevices.Boostingisatechniquethatboostsaweakandinaccur...
Quantum Boosting
2023-11-14 21:46:01609345.89 KB7
下载文档
Sublinear Quantum algorithms for training linear and kernel-based classifiers
SublinearQuantumAlgorithmsforTrainingLinearandKernel-basedClassiﬁersTongyangLi1ShouvanikChakrabarti1XiaodiWu1Abstractclassiﬁcationistoﬁndaunitvectorw¯2RdsothatWeinvestigateQuantumalgorithmsforc...
for and Algorithms Linear Quantum
2023-11-13 14:48:401022759.47 KB3
下载文档
Neural Message Passing for Quantum Chemistry
NeuralMessagePassingforQuantumChemistryJustinGilmer1SamuelS.Schoenholz1PatrickF.Riley2OriolVinyals3GeorgeE.Dahl1AbstractDFTTargetsSupervisedlearningonmoleculeshasincredi-⇠103secondsE,!0,...blepote...
Neural for Message Passing Quantum
2023-11-12 20:44:52946399.83 KB7
下载文档