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Youssef M. Marzouk
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Youssef M. Marzouk17 visible / 17 total nodes / 38 links

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Related contextCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalYoussef M. MarzoukAYoussef M. MarzoukResearcherTo discretize continually: Mean shift interacting particle systems for Bayesian inferenceWTo discretize continual...preprint / 2026Ayoub BelhadjiAAyoub BelhadjiResearcherDaniel SharpADaniel SharpResearcherMachine LearningTMachine Learning49008 worksComputationTComputation1468 worksGeometry-informed irreversible perturbations for accelerated convergence of Langevin dynamicsWGeometry-informed irrev...preprint / 2022Simulation-based optimal Bayesian experimental design for nonlinear systemsWSimulation-based optima...preprint / 2012Bayesian Inference with Optimal MapsWBayesian Inference with...preprint / 2012Adaptive Smolyak Pseudospectral ApproximationsWAdaptive Smolyak Pseudo...preprint / 2013Efficient Localization of Discontinuities in Complex Computational SimulationsWEfficient Localization ...preprint / 2014Adaptive construction of surrogates for the Bayesian solution of inverse problemsWAdaptive construction o...preprint / 2013Gradient-based stochastic optimization methods in Bayesian experimental designWGradient-based stochast...preprint / 2014Mercer kernels and integrated variance experimental design: connections between Gaussian process regression and polynomial approximationWMercer kernels and inte...preprint / 2016Sequential Bayesian optimal experimental design via approximate dynamic programmingWSequential Bayesian opt...preprint / 2016Data-Driven Model Reduction for the Bayesian Solution of Inverse ProblemsWData-Driven Model Reduc...preprint / 2014Scalable posterior approximations for large-scale Bayesian inverse problems via likelihood-informed parameter and state reductionWScalable posterior appr...preprint / 2016
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Youssef M. Marzouk

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PaperTo discretize continually: Mean shift interacting particle systems for Bayesian inferenceAuthorship / preprint / 2026PersonAyoub BelhadjiCo-authorship / ResearcherPersonDaniel SharpCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksTopicComputationWorks on / 1468 worksPaperGeometry-informed irreversible perturbations for accelerated convergence of Langevin dynamicsAuthorship / preprint / 2022PaperSimulation-based optimal Bayesian experimental design for nonlinear systemsAuthorship / preprint / 2012PaperBayesian Inference with Optimal MapsAuthorship / preprint / 2012

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