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Maryam Fazel
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Maryam Fazel21 visible / 21 total nodes / 68 links

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Related contextRelated contextCo-authorshipRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalMaryam FazelAMaryam FazelResearcherHigh-dimensional Limit of SGD for Diagonal Linear NetworksWHigh-dimensional Limit ...preprint / 2026Average Gradient Outer Product in kernel regression provably recovers the central subspace for multi-index modelsWAverage Gradient Outer ...preprint / 2026Dmitriy DrusvyatskiyADmitriy DrusvyatskiyResearcherBegoña García MalaxechebarríaABegoña García Malaxeche...ResearcherCourtney PaquetteACourtney PaquetteResearcherDamek DavisADamek DavisResearcherLibin ZhuALibin ZhuResearcherMachine LearningTMachine Learning49008 worksmath.STTmath.ST3384 worksmath.OCTmath.OC9232 worksImproved Rates for Derivative Free Gradient Play in Strongly Monotone GamesWImproved Rates for Deri...preprint / 2022Fast First-Order Methods for Monotone Strongly DR-Submodular MaximizationWFast First-Order Method...preprint / 2022Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm MinimizationWGuaranteed Minimum-Rank...preprint / 2007Computational approach to quantum encoder design for purity optimizationWComputational approach ...preprint / 2007Universal Convexification via Risk-AversionWUniversal Convexificati...preprint / 2014Decomposable Norm Minimization with Proximal-Gradient Homotopy AlgorithmWDecomposable Norm Minim...preprint / 2016Worst Case Competitive Analysis of Online Algorithms for Conic OptimizationWWorst Case Competitive ...preprint / 2016Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic EnvironmentsWDecision-Dependent Risk...preprint / 2022Escaping High-order Saddles in Policy Optimization for Linear Quadratic Gaussian (LQG) ControlWEscaping High-order Sad...preprint / 2022System Identification via Nuclear Norm RegularizationWSystem Identification v...preprint / 2022
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Maryam Fazel

Researcher

PaperHigh-dimensional Limit of SGD for Diagonal Linear NetworksAuthorship / preprint / 2026PaperAverage Gradient Outer Product in kernel regression provably recovers the central subspace for multi-index modelsAuthorship / preprint / 2026PersonDmitriy DrusvyatskiyCo-authorship / ResearcherPersonBegoña García MalaxechebarríaCo-authorship / ResearcherPersonCourtney PaquetteCo-authorship / ResearcherPersonDamek DavisCo-authorship / ResearcherPersonLibin ZhuCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 works

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