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Courtney Paquette
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Courtney Paquette20 visible / 20 total nodes / 80 links

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Related contextRelated contextCo-authorshipRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalCourtney PaquetteACourtney PaquetteResearcherHigh-dimensional Limit of SGD for Diagonal Linear NetworksWHigh-dimensional Limit ...preprint / 2026Phases of Muon: When Muon Eclipses SignSGDWPhases of Muon: When Mu...preprint / 2026Dmitriy DrusvyatskiyADmitriy DrusvyatskiyResearcherBegoña García MalaxechebarríaABegoña García Malaxeche...ResearcherMaryam FazelAMaryam FazelResearcherElliot PaquetteAElliot PaquetteResearcherNoah MarshallANoah MarshallResearcherLucas BenigniALucas BenigniResearcherGuangyuan WangAGuangyuan WangResearcherAtish AgarwalaAAtish AgarwalaResearchermath.OCTmath.OC9232 worksMachine LearningTMachine Learning49008 worksHomogenization of SGD in high-dimensions: Exact dynamics and generalization propertiesWHomogenization of SGD i...preprint / 2022Implicit Regularization or Implicit Conditioning? Exact Risk Trajectories of SGD in High DimensionsWImplicit Regularization...preprint / 2022SGD in the Large: Average-case Analysis, Asymptotics, and Stepsize CriticalityWSGD in the Large: Avera...preprint / 2021math.STTmath.ST3384 worksA termination criterion for stochastic gradient descent for binary classificationWA termination criterion...preprint / 2020Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High DimensionsWTrajectory of Mini-Batc...preprint / 2022Only Tails Matter: Average-Case Universality and Robustness in the Convex RegimeWOnly Tails Matter: Aver...preprint / 2022
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Courtney Paquette

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PaperHigh-dimensional Limit of SGD for Diagonal Linear NetworksAuthorship / preprint / 2026PersonDmitriy DrusvyatskiyCo-authorship / ResearcherPersonBegoña García MalaxechebarríaCo-authorship / ResearcherPersonMaryam FazelCo-authorship / ResearcherPersonElliot PaquetteCo-authorship / ResearcherPersonNoah MarshallCo-authorship / ResearcherPersonLucas BenigniCo-authorship / ResearcherPersonGuangyuan WangCo-authorship / Researcher

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