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Fanghui Liu
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Fanghui Liu14 visible / 14 total nodes / 32 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalFanghui LiuAFanghui LiuResearcherShallow ReLU$^s$ Networks in $L^p$-Type and Sobolev Spaces: Approximation and Path-Norm Controlled GeneralizationWShallow ReLU$^s$ Networ...preprint / 2026How does feature learning reshape the function space?WHow does feature learni...preprint / 2026Weizhao LiAWeizhao LiResearcherLei ShiALei ShiResearcherJoão LoboAJoão LoboResearcherBruno LoureiroABruno LoureiroResearcherLong Tran-ThanALong Tran-ThanResearcherMachine LearningTMachine Learning49008 worksKernel regression in high dimensions: Refined analysis beyond double descentWKernel regression in hi...preprint / 2021Fast Learning in Reproducing Kernel Krein Spaces via Signed MeasuresWFast Learning in Reprod...preprint / 2021Indefinite Kernel Logistic Regression with Concave-inexact-convex ProcedureWIndefinite Kernel Logis...preprint / 2020Visual Tracking via Nonnegative Regularization Multiple Locality CodingWVisual Tracking via Non...preprint / 2015Robust Visual Tracking via Inverse Nonnegative Matrix FactorizationWRobust Visual Tracking ...preprint / 2016
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Fanghui Liu

Researcher

PaperShallow ReLUs^s Networks in LpL^p-Type and Sobolev Spaces: Approximation and Path-Norm Controlled GeneralizationAuthorship / preprint / 2026PaperHow does feature learning reshape the function space?Authorship / preprint / 2026PersonWeizhao LiCo-authorship / ResearcherPersonLei ShiCo-authorship / ResearcherPersonJoão LoboCo-authorship / ResearcherPersonBruno LoureiroCo-authorship / ResearcherPersonLong Tran-ThanCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 works

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