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Ahmed Khaled
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Ahmed Khaled16 visible / 16 total nodes / 51 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAhmed KhaledAAhmed KhaledResearcherMuon Does Not Converge on Convex Lipschitz FunctionsWMuon Does Not Converge ...preprint / 2026Guillaume GarrigosAGuillaume GarrigosResearcherRobert M. GowerARobert M. GowerResearcherTetiana ParshakovaATetiana ParshakovaResearcherMichael CrawshawAMichael CrawshawResearcherTighter Theory for Local SGD on Identical and Heterogeneous DataWTighter Theory for Loca...preprint / 2022Better Theory for SGD in the Nonconvex WorldWBetter Theory for SGD i...preprint / 2020Unified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth OptimizationWUnified Analysis of Sto...preprint / 2020Gradient Descent with Compressed IteratesWGradient Descent with C...preprint / 2020First Analysis of Local GD on Heterogeneous DataWFirst Analysis of Local...preprint / 2020Machine LearningTMachine Learning49008 worksmath.OCTmath.OC9232 worksFLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated LearningWFLIX: A Simple and Comm...preprint / 2022Proximal and Federated Random ReshufflingWProximal and Federated ...preprint / 2021Neuromorphic Photonic Computing with an Electro-Optic Analog MemoryWNeuromorphic Photonic C...preprint / 2026
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Ahmed Khaled

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PaperMuon Does Not Converge on Convex Lipschitz FunctionsAuthorship / preprint / 2026PersonGuillaume GarrigosCo-authorship / ResearcherPersonRobert M. GowerCo-authorship / ResearcherPersonTetiana ParshakovaCo-authorship / ResearcherPersonMichael CrawshawCo-authorship / ResearcherPaperTighter Theory for Local SGD on Identical and Heterogeneous DataAuthorship / preprint / 2022PaperBetter Theory for SGD in the Nonconvex WorldAuthorship / preprint / 2020PaperUnified Analysis of Stochastic Gradient Methods for Composite Convex and Smooth OptimizationAuthorship / preprint / 2020

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