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Lingzhou Xue
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Lingzhou Xue20 visible / 20 total nodes / 55 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipLingzhou XueALingzhou XueResearcherPreference-Based Self-Distillation: Beyond KL Matching via Reward RegularizationWPreference-Based Self-D...preprint / 2026Liuchen LiaoALiuchen LiaoResearcherYingchen YuAYingchen YuResearcherXin YuAXin YuResearcherYiwen ZhangAYiwen ZhangResearcherQinzhen GuoAQinzhen GuoResearcherRegularized rank-based estimation of high-dimensional nonparanormal graphical modelsWRegularized rank-based ...preprint / 2013Positive Definite $\ell_1$ Penalized Estimation of Large Covariance MatricesWPositive Definite $\ell...preprint / 2012Nonconcave penalized composite conditional likelihood estimation of sparse Ising modelsWNonconcave penalized co...preprint / 2012Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksAlternating Direction Methods for Latent Variable Gaussian Graphical Model SelectionWAlternating Direction M...preprint / 2012Strong oracle optimality of folded concave penalized estimationWStrong oracle optimalit...preprint / 2015Joint limiting laws for high-dimensional independence testsWJoint limiting laws for...preprint / 2015Sufficient Forecasting Using Factor ModelsWSufficient Forecasting ...preprint / 2015Nonparametric mixture of Gaussian graphical modelsWNonparametric mixture o...preprint / 2015Riemannian Stochastic Proximal Gradient Methods for Nonsmooth Optimization over the Stiefel ManifoldWRiemannian Stochastic P...preprint / 2022Improving Neural Network Robustness through Neighborhood Preserving LayersWImproving Neural Networ...preprint / 2021Fisher's combined probability test for high-dimensional covariance matricesWFisher's combined proba...preprint / 2020
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Lingzhou Xue

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PaperPreference-Based Self-Distillation: Beyond KL Matching via Reward RegularizationAuthorship / preprint / 2026PersonLiuchen LiaoCo-authorship / ResearcherPersonYingchen YuCo-authorship / ResearcherPersonXin YuCo-authorship / ResearcherPersonYiwen ZhangCo-authorship / ResearcherPersonQinzhen GuoCo-authorship / ResearcherPaperRegularized rank-based estimation of high-dimensional nonparanormal graphical modelsAuthorship / preprint / 2013PaperPositive Definite ℓ1\ell_1 Penalized Estimation of Large Covariance MatricesAuthorship / preprint / 2012

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