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Fred Roosta
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Fred Roosta17 visible / 17 total nodes / 43 links

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Related contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipRelated contextAuthorshipWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalFred RoostaAFred RoostaResearcherThe Geometric Wall: Manifold Structure Predicts Layerwise Sparse Autoencoder Scaling LawsWThe Geometric Wall: Man...preprint / 2026Eslam ZaherAEslam ZaherResearcherMaciej TrzaskowskiAMaciej TrzaskowskiResearcherQuan NguyenAQuan NguyenResearcherNewton-MR: Inexact Newton Method With Minimum Residual Sub-problem SolverWNewton-MR: Inexact Newt...preprint / 2022Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksmath.DGTmath.DG4490 worksConvergence of Newton-MR under Inexact Hessian InformationWConvergence of Newton-M...preprint / 2020DINO: Distributed Newton-Type Optimization MethodWDINO: Distributed Newto...preprint / 2020Inexact Newton-CG Algorithms With Complexity GuaranteesWInexact Newton-CG Algor...preprint / 2022Stochastic Normalizing FlowsWStochastic Normalizing ...preprint / 2020Newton-ADMM: A Distributed GPU-Accelerated Optimizer for Multiclass Classification ProblemsWNewton-ADMM: A Distribu...preprint / 2020SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series DataWSALSA: Sequential Appro...preprint / 2023Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite NetworksWAvoiding Kernel Fixed P...preprint / 2021The Interpolating Information Criterion for Overparameterized ModelsWThe Interpolating Infor...preprint / 2026
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Fred Roosta

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PaperThe Geometric Wall: Manifold Structure Predicts Layerwise Sparse Autoencoder Scaling LawsAuthorship / preprint / 2026PersonEslam ZaherCo-authorship / ResearcherPersonMaciej TrzaskowskiCo-authorship / ResearcherPersonQuan NguyenCo-authorship / ResearcherPaperNewton-MR: Inexact Newton Method With Minimum Residual Sub-problem SolverAuthorship / preprint / 2022TopicMachine LearningWorks on / 49008 worksTopicArtificial IntelligenceWorks on / 22915 worksTopicmath.DGWorks on / 4490 works

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