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Shiqian Ma
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Shiqian Ma19 visible / 19 total nodes / 56 links

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Related contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalShiqian MaAShiqian MaResearcherDemystifying Manifold Constraints in LLM Pre-trainingWDemystifying Manifold C...preprint / 2026Kang AnAKang AnResearcherJiaxiang LiAJiaxiang LiResearcherDonald GoldfarbADonald GoldfarbResearcherAlternating Direction Methods for Latent Variable Gaussian Graphical Model SelectionWAlternating Direction M...preprint / 2012Alternating Direction Method of Multipliers for Sparse Principal Component AnalysisWAlternating Direction M...preprint / 2011Applications of gauge duality in robust principal component analysis and semidefinite programmingWApplications of gauge d...preprint / 2016Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksmath.OCTmath.OC9232 worksRiemannian Stochastic Proximal Gradient Methods for Nonsmooth Optimization over the Stiefel ManifoldWRiemannian Stochastic P...preprint / 2022Robust Speaker Extraction Network Based on Iterative Refined AdaptationWRobust Speaker Extracti...preprint / 2022An ADMM-Based Interior-Point Method for Large-Scale Linear ProgrammingWAn ADMM-Based Interior-...preprint / 2020Convergence of fixed-point continuation algorithms for matrix rank minimizationWConvergence of fixed-po...preprint / 2010Sparse Inverse Covariance Selection via Alternating Linearization MethodsWSparse Inverse Covarian...preprint / 2010Fast Alternating Linearization Methods for Minimizing the Sum of Two Convex FunctionsWFast Alternating Linear...preprint / 2010Accelerated Linearized Bregman MethodWAccelerated Linearized ...preprint / 2011Positive Definite $\ell_1$ Penalized Estimation of Large Covariance MatricesWPositive Definite $\ell...preprint / 2012
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Shiqian Ma

Researcher

PaperDemystifying Manifold Constraints in LLM Pre-trainingAuthorship / preprint / 2026PersonKang AnCo-authorship / ResearcherPersonJiaxiang LiCo-authorship / ResearcherPersonDonald GoldfarbCo-authorship / ResearcherPaperAlternating Direction Methods for Latent Variable Gaussian Graphical Model SelectionAuthorship / preprint / 2012PaperAlternating Direction Method of Multipliers for Sparse Principal Component AnalysisAuthorship / preprint / 2011PaperApplications of gauge duality in robust principal component analysis and semidefinite programmingAuthorship / preprint / 2016TopicMachine LearningWorks on / 49008 works

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