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Huan Xu
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Huan Xu13 visible / 13 total nodes / 12 links

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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipHuan XuAHuan XuResearcherMLCommons Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution TracesWMLCommons Chakra: Advan...preprint / 2026Principal Component Analysis with Contaminated Data: The High Dimensional CaseWPrincipal Component Ana...preprint / 2010Robustness and Regularization of Support Vector MachinesWRobustness and Regulari...preprint / 2008Robust PCA via Outlier PursuitWRobust PCA via Outlier ...preprint / 2010Robustness and GeneralizationWRobustness and Generali...preprint / 2010On the Well-posedness of 2-D Incompressible Navier-Stokes Equations with Variable Viscosity in Critical SpacesWOn the Well-posedness o...preprint / 2015Adversaries in Online Learning Revisited: with applications in Robust Optimization and Adversarial trainingWAdversaries in Online L...preprint / 2021Stability of matrix factorization for collaborative filteringWStability of matrix fac...preprint / 2012Robust PCA in High-dimension: A Deterministic ApproachWRobust PCA in High-dime...preprint / 2012Scaling Up Robust MDPs by Reinforcement LearningWScaling Up Robust MDPs ...preprint / 2013Exact Subspace Segmentation and Outlier Detection by Low-Rank RepresentationWExact Subspace Segmenta...preprint / 2014Noisy Sparse Subspace ClusteringWNoisy Sparse Subspace C...preprint / 2015
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Huan Xu

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PaperMLCommons Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution TracesAuthorship / preprint / 2026PaperPrincipal Component Analysis with Contaminated Data: The High Dimensional CaseAuthorship / preprint / 2010PaperRobustness and Regularization of Support Vector MachinesAuthorship / preprint / 2008PaperRobust PCA via Outlier PursuitAuthorship / preprint / 2010PaperRobustness and GeneralizationAuthorship / preprint / 2010PaperOn the Well-posedness of 2-D Incompressible Navier-Stokes Equations with Variable Viscosity in Critical SpacesAuthorship / preprint / 2015PaperAdversaries in Online Learning Revisited: with applications in Robust Optimization and Adversarial trainingAuthorship / preprint / 2021PaperStability of matrix factorization for collaborative filteringAuthorship / preprint / 2012

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