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Damek Davis
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Damek Davis18 visible / 18 total nodes / 44 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalDamek DavisADamek DavisResearcherAverage Gradient Outer Product in kernel regression provably recovers the central subspace for multi-index modelsWAverage Gradient Outer ...preprint / 2026Dmitriy DrusvyatskiyADmitriy DrusvyatskiyResearcherLibin ZhuALibin ZhuResearcherMaryam FazelAMaryam FazelResearcherAsymptotic normality and optimality in nonsmooth stochastic approximationWAsymptotic normality an...preprint / 2023Active manifolds, stratifications, and convergence to local minima in nonsmooth optimizationWActive manifolds, strat...preprint / 2023A gradient sampling method with complexity guarantees for Lipschitz functions in high and low dimensionsWA gradient sampling met...preprint / 2022Conservative and semismooth derivatives are equivalent for semialgebraic mapsWConservative and semism...preprint / 2021Proximal methods avoid active strict saddles of weakly convex functionsWProximal methods avoid ...preprint / 2021When do spectral gradient updates help in deep learning?WWhen do spectral gradie...preprint / 2026A Three-Operator Splitting Scheme and its Optimization ApplicationsWA Three-Operator Splitt...preprint / 2015Faster convergence rates of relaxed Peaceman-Rachford and ADMM under regularity assumptionsWFaster convergence rate...preprint / 2015Convergence rate analysis of several splitting schemesWConvergence rate analys...preprint / 2015An $O(n\log(n))$ Algorithm for Projecting Onto the Ordered Weighted $\ell_1$ Norm BallWAn $O(n\log(n))$ Algori...preprint / 2015Convergence rate analysis of the forward-Douglas-Rachford splitting schemeWConvergence rate analys...preprint / 2015Machine LearningTMachine Learning49008 worksmath.STTmath.ST3384 works
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Damek Davis

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PaperAverage Gradient Outer Product in kernel regression provably recovers the central subspace for multi-index modelsAuthorship / preprint / 2026PersonDmitriy DrusvyatskiyCo-authorship / ResearcherPersonLibin ZhuCo-authorship / ResearcherPersonMaryam FazelCo-authorship / ResearcherPaperAsymptotic normality and optimality in nonsmooth stochastic approximationAuthorship / preprint / 2023PaperActive manifolds, stratifications, and convergence to local minima in nonsmooth optimizationAuthorship / preprint / 2023PaperA gradient sampling method with complexity guarantees for Lipschitz functions in high and low dimensionsAuthorship / preprint / 2022PaperConservative and semismooth derivatives are equivalent for semialgebraic mapsAuthorship / preprint / 2021

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