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Sinho Chewi
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Sinho Chewi21 visible / 21 total nodes / 63 links

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Related contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipWorks onRelated contextRelated contextWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalSinho ChewiASinho ChewiResearcherComplexity of Non-Log-Concave Sampling in Fisher InformationWComplexity of Non-Log-C...preprint / 2026A proximal gradient algorithm for composite log-concave samplingWA proximal gradient alg...preprint / 2026A Rod Flow Model for Adam at the Edge of StabilityWA Rod Flow Model for Ad...preprint / 2026Andre WibisonoAAndre WibisonoResearcherLinghai LiuALinghai LiuResearcherEric RegisAEric RegisResearcherMachine LearningTMachine Learning49008 worksData Structures and AlgorithmsTData Structures and Alg...3564 worksmath.STTmath.ST3384 worksAn entropic generalization of Caffarelli's contraction theorem via covariance inequalitiesWAn entropic generalizat...preprint / 2022Gaussian discrepancy: a probabilistic relaxation of vector balancingWGaussian discrepancy: a...preprint / 2022Gradient descent algorithms for Bures-Wasserstein barycentersWGradient descent algori...preprint / 2020Exponential ergodicity of mirror-Langevin diffusionsWExponential ergodicity ...preprint / 2020SVGD as a kernelized Wasserstein gradient flow of the chi-squared divergenceWSVGD as a kernelized Wa...preprint / 2020Artificial IntelligenceTArtificial Intelligence22915 worksmath.OCTmath.OC9232 worksShifted Composition II: Shift Harnack Inequalities and Curvature Upper BoundsWShifted Composition II:...preprint / 2023Improved analysis for a proximal algorithm for samplingWImproved analysis for a...preprint / 2022Towards a Theory of Non-Log-Concave Sampling: First-Order Stationarity Guarantees for Langevin Monte CarloWTowards a Theory of Non...preprint / 2022Dimension-free log-Sobolev inequalities for mixture distributionsWDimension-free log-Sobo...preprint / 2021
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Sinho Chewi

Researcher

PaperComplexity of Non-Log-Concave Sampling in Fisher InformationAuthorship / preprint / 2026PaperA proximal gradient algorithm for composite log-concave samplingAuthorship / preprint / 2026PaperA Rod Flow Model for Adam at the Edge of StabilityAuthorship / preprint / 2026PersonAndre WibisonoCo-authorship / ResearcherPersonLinghai LiuCo-authorship / ResearcherPersonEric RegisCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksTopicData Structures and AlgorithmsWorks on / 3564 works

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