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Andrew M. Stuart
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Andrew M. Stuart17 visible / 17 total nodes / 28 links

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Related contextCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalAndrew M. StuartAAndrew M. StuartResearcherAmortized Energy-Based Bayesian InferenceWAmortized Energy-Based ...preprint / 2026Hojjat KavehAHojjat KavehResearcherRicardo BaptistaARicardo BaptistaResearchermath.NATmath.NA6807 worksArtificial IntelligenceTArtificial Intelligence22915 worksThe Random Feature Model for Input-Output Maps between Banach SpacesWThe Random Feature Mode...preprint / 2021A Framework for Machine Learning of Model Error in Dynamical SystemsWA Framework for Machine...preprint / 2022Uncertainty quantification and weak approximation of an elliptic inverse problemWUncertainty quantificat...preprint / 2011Sampling conditioned hypoelliptic diffusionsWSampling conditioned hy...preprint / 2011Optimal scaling and diffusion limits for the Langevin algorithm in high dimensionsWOptimal scaling and dif...preprint / 2012Convergence of Numerical Time-Averaging and Stationary Measures via Poisson EquationsWConvergence of Numerica...preprint / 2010Bayesian Posterior Contraction Rates for Linear Severely Ill-posed Inverse ProblemsWBayesian Posterior Cont...preprint / 2013Gradient Flow from a Random Walk in Hilbert SpaceWGradient Flow from a Ra...preprint / 2014Spectral gaps for a Metropolis-Hastings algorithm in infinite dimensionsWSpectral gaps for a Met...preprint / 2014The Bayesian Approach To Inverse ProblemsWThe Bayesian Approach T...preprint / 2015Gaussian Approximations of Small Noise Diffusions in Kullback-Leibler DivergenceWGaussian Approximations...preprint / 2016
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Andrew M. Stuart

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PaperAmortized Energy-Based Bayesian InferenceAuthorship / preprint / 2026PersonHojjat KavehCo-authorship / ResearcherPersonRicardo BaptistaCo-authorship / ResearcherTopicmath.NAWorks on / 6807 worksTopicArtificial IntelligenceWorks on / 22915 worksPaperThe Random Feature Model for Input-Output Maps between Banach SpacesAuthorship / preprint / 2021PaperA Framework for Machine Learning of Model Error in Dynamical SystemsAuthorship / preprint / 2022PaperUncertainty quantification and weak approximation of an elliptic inverse problemAuthorship / preprint / 2011

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