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Cengiz Pehlevan
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Cengiz Pehlevan18 visible / 18 total nodes / 45 links

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Related contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalCengiz PehlevanACengiz PehlevanResearcherSpectral Dynamics in Deep Networks: Feature Learning, Outlier Escape, and Learning Rate TransferWSpectral Dynamics in De...preprint / 2026Clarissa LauditiAClarissa LauditiResearcherBlake BordelonABlake BordelonResearcherA Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse FeaturesWA Hebbian/Anti-Hebbian ...preprint / 2015A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming DataWA Hebbian/Anti-Hebbian ...preprint / 2015A Normative Theory of Adaptive Dimensionality Reduction in Neural NetworksWA Normative Theory of A...preprint / 2016Optimization theory of Hebbian/anti-Hebbian networks for PCA and whiteningWOptimization theory of ...preprint / 2015cond-mat.dis-nnTcond-mat.dis-nn2192 worksArtificial IntelligenceTArtificial Intelligence22915 worksMachine LearningTMachine Learning49008 worksAttention Approximates Sparse Distributed MemoryWAttention Approximates ...preprint / 2022Learning Curves for SGD on Structured FeaturesWLearning Curves for SGD...preprint / 2022Biologically plausible single-layer networks for nonnegative independent component analysisWBiologically plausible ...preprint / 2022On neural network kernels and the storage capacity problemWOn neural network kerne...preprint / 2022Depth induces scale-averaging in overparameterized linear Bayesian neural networksWDepth induces scale-ave...preprint / 2021Exact marginal prior distributions of finite Bayesian neural networksWExact marginal prior di...preprint / 2021Activation function dependence of the storage capacity of treelike neural networksWActivation function dep...preprint / 2021
Person17 links

Cengiz Pehlevan

Researcher

PaperSpectral Dynamics in Deep Networks: Feature Learning, Outlier Escape, and Learning Rate TransferAuthorship / preprint / 2026PersonClarissa LauditiCo-authorship / ResearcherPersonBlake BordelonCo-authorship / ResearcherPaperA Hebbian/Anti-Hebbian Network Derived from Online Non-Negative Matrix Factorization Can Cluster and Discover Sparse FeaturesAuthorship / preprint / 2015PaperA Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming DataAuthorship / preprint / 2015PaperA Normative Theory of Adaptive Dimensionality Reduction in Neural NetworksAuthorship / preprint / 2016PaperOptimization theory of Hebbian/anti-Hebbian networks for PCA and whiteningAuthorship / preprint / 2015Topiccond-mat.dis-nnWorks on / 2192 works

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