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Javad Lavaei
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Javad Lavaei17 visible / 17 total nodes / 29 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalJavad LavaeiAJavad LavaeiResearcherStructural Correspondence and Universal Approximation in Diagonal plus Low-Rank Neural NetworksWStructural Corresponden...preprint / 2026Ying ChenAYing ChenResearcherAoxi LiAAoxi LiResearcherJihun KimAJihun KimResearcherGeometry of Power Flows and Optimization in Distribution NetworksWGeometry of Power Flows...preprint / 2013Machine LearningTMachine Learning49008 worksEscaping spurious local minimum trajectories in online time-varying nonconvex optimizationWEscaping spurious local...preprint / 2021Sparse Semidefinite Programs with Guaranteed Near-Linear Time Complexity via Dualized Clique Tree ConversionWSparse Semidefinite Pro...preprint / 2020Gradient-based Algorithms for Convex Discrete Optimization via SimulationWGradient-based Algorith...preprint / 2022Stochastic Localization Methods for Convex Discrete Optimization via SimulationWStochastic Localization...preprint / 2022Local and Global Linear Convergence of General Low-rank Matrix Recovery ProblemsWLocal and Global Linear...preprint / 2022On the Global Optimum Convergence of Momentum-based Policy GradientWOn the Global Optimum C...preprint / 2022Semidefinite Programming versus Burer-Monteiro Factorization for Matrix SensingWSemidefinite Programmin...preprint / 2022Penalized Semidefinite Programming for Quadratically-Constrained Quadratic OptimizationWPenalized Semidefinite ...preprint / 2020Large-Scale Traffic Signal Offset OptimizationWLarge-Scale Traffic Sig...preprint / 2019Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix RecoveryWSharp Restricted Isomet...preprint / 2019
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Javad Lavaei

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PaperStructural Correspondence and Universal Approximation in Diagonal plus Low-Rank Neural NetworksAuthorship / preprint / 2026PersonYing ChenCo-authorship / ResearcherPersonAoxi LiCo-authorship / ResearcherPersonJihun KimCo-authorship / ResearcherPaperGeometry of Power Flows and Optimization in Distribution NetworksAuthorship / preprint / 2013TopicMachine LearningWorks on / 49008 worksPaperEscaping spurious local minimum trajectories in online time-varying nonconvex optimizationAuthorship / preprint / 2021PaperSparse Semidefinite Programs with Guaranteed Near-Linear Time Complexity via Dualized Clique Tree ConversionAuthorship / preprint / 2020

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