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Donald Goldfarb
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Donald Goldfarb19 visible / 19 total nodes / 59 links

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Related contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalDonald GoldfarbADonald GoldfarbResearcherDemystifying Manifold Constraints in LLM Pre-trainingWDemystifying Manifold C...preprint / 2026Kang AnAKang AnResearcherJiaxiang LiAJiaxiang LiResearcherShiqian MaAShiqian MaResearcherPractical Quasi-Newton Methods for Training Deep Neural NetworksWPractical Quasi-Newton ...preprint / 2021Convergence of fixed-point continuation algorithms for matrix rank minimizationWConvergence of fixed-po...preprint / 2010Fast Alternating Linearization Methods for Minimizing the Sum of Two Convex FunctionsWFast Alternating Linear...preprint / 2010Fast Multiple Splitting Algorithms for Convex OptimizationWFast Multiple Splitting...preprint / 2011Semi-Stochastic Frank-Wolfe Algorithms with Away-Steps for Block-Coordinate Structure ProblemsWSemi-Stochastic Frank-W...preprint / 2016Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksmath.OCTmath.OC9232 worksA Dynamic Sampling Adaptive-SGD Method for Machine LearningWA Dynamic Sampling Adap...preprint / 2020Efficient Algorithms for Robust and Stable Principal Component Pursuit ProblemsWEfficient Algorithms fo...preprint / 2013An Alternating Direction Method for Total Variation DenoisingWAn Alternating Directio...preprint / 2014Structured Sparsity via Alternating Direction MethodsWStructured Sparsity via...preprint / 2011Fast First-Order Methods for Stable Principal Component PursuitWFast First-Order Method...preprint / 2011Stochastic Block BFGS: Squeezing More Curvature out of DataWStochastic Block BFGS: ...preprint / 2016
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Donald Goldfarb

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PaperDemystifying Manifold Constraints in LLM Pre-trainingAuthorship / preprint / 2026PersonKang AnCo-authorship / ResearcherPersonJiaxiang LiCo-authorship / ResearcherPersonShiqian MaCo-authorship / ResearcherPaperPractical Quasi-Newton Methods for Training Deep Neural NetworksAuthorship / preprint / 2021PaperConvergence of fixed-point continuation algorithms for matrix rank minimizationAuthorship / preprint / 2010PaperFast Alternating Linearization Methods for Minimizing the Sum of Two Convex FunctionsAuthorship / preprint / 2010PaperFast Multiple Splitting Algorithms for Convex OptimizationAuthorship / preprint / 2011

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