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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
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Correlation Clustering in Constant Many Parallel Rounds
CorrelationClusteringinConstantlyManyParallelRoundsVincentCohen-Addad1SilvioLattanzi1SlobodanMitrovic´2AshkanNorouzi-Fard1NikosParotsidis1JakubTarnawski3Abstractweightedgraphwithnnodes,wherepositi...
in Clustering Parallel Correlation Many
2023-11-16 18:30:521770358.91 KB8
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The Many Shapley values for model explanation
TheManyShapleyValuesforModelExplanationMukundSundararajan1AmirNajmi1Abstractvalue.TheShapleyvaluehasbecomethebasisforsev-Oneoftheleadingapproachestoattributionisbasedontheeralmethodsthatattributeth...
for Model the Shapley Many
2023-11-14 21:46:44967316.92 KB5
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Breaking the Curse of Many Agents Provable Mean Embedding $Q$-Iteration for Mean-Field Reinforcement Learning
BreakingtheCurseofManyAgents:ProvableMeanEmbeddingQ-IterationforMean-FieldReinforcementLearningLingxiaoWang1ZhuoranYang2ZhaoranWang1Abstract1998;Dzˇeroskietal.,2001;Guestrinetal.,2002;Karetal.,201...
of the Breaking Provable Agents
2023-11-14 21:43:20519324.63 KB24
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PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits
PACIdentiﬁcationofManyGoodArmsinStochasticMulti-ArmedBanditsArghyaRoyChaudhuri1ShivaramKalyanakrishnan1Abstractdecision,whichproducesareal-valuedreward.Therewardisdrawni.i.d.fromadistributioncorre...
of Identification in Good PAC
2023-11-13 14:48:111061497.26 KB21
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Exponentially Many Local Minima in Quantum Neural Networks

Correlation Clustering in Constant Many Parallel Rounds

The Many Shapley values for model explanation

Breaking the Curse of Many Agents Provable Mean Embedding $Q$-Iteration for Mean-Field Reinforcement Learning

PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits