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Alain Durmus
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Alain Durmus20 visible / 20 total nodes / 47 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAlain DurmusAAlain DurmusResearcherCharacterizing the Generalization Error of Random Feature Regression with Arbitrary Data-AugmentationWCharacterizing the Gene...preprint / 2026Discrete Flow Matching: Convergence Guarantees Under Minimal AssumptionsWDiscrete Flow Matching:...preprint / 2026Lucas MorissetALucas MorissetResearcherAdrien HardyAAdrien HardyResearcherLe-Tuyet-Nhi PhamALe-Tuyet-Nhi PhamResearcherGiovanni ConfortiAGiovanni ConfortiResearcherZhenjie RenAZhenjie RenResearcherMachine LearningTMachine Learning49008 worksOn the geometric convergence for MALA under verifiable conditionsWOn the geometric conver...preprint / 2022On Riemannian Stochastic Approximation Schemes with Fixed Step-SizeWOn Riemannian Stochasti...preprint / 2021On the Stability of Random Matrix Product with Markovian Noise: Application to Linear Stochastic Approximation and TD LearningWOn the Stability of Ran...preprint / 2021Subgeometric rates of convergence in Wasserstein distance for Markov chainsWSubgeometric rates of c...preprint / 2015Optimal scaling of the Random Walk Metropolis algorithm under Lp mean differentiabilityWOptimal scaling of the ...preprint / 2016Fast Langevin based algorithm for MCMC in high dimensionsWFast Langevin based alg...preprint / 2016Non-asymptotic convergence analysis for the Unadjusted Langevin AlgorithmWNon-asymptotic converge...preprint / 2016Efficient Bayesian computation by proximal Markov chain Monte Carlo: when Langevin meets MoreauWEfficient Bayesian comp...preprint / 2016math.STTmath.ST3384 worksStatistical and Topological Properties of Sliced Probability DivergencesWStatistical and Topolog...preprint / 2022Fast Approximation of the Sliced-Wasserstein Distance Using Concentration of Random ProjectionsWFast Approximation of t...preprint / 2022
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Alain Durmus

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PaperCharacterizing the Generalization Error of Random Feature Regression with Arbitrary Data-AugmentationAuthorship / preprint / 2026PaperDiscrete Flow Matching: Convergence Guarantees Under Minimal AssumptionsAuthorship / preprint / 2026PersonLucas MorissetCo-authorship / ResearcherPersonAdrien HardyCo-authorship / ResearcherPersonLe-Tuyet-Nhi PhamCo-authorship / ResearcherPersonGiovanni ConfortiCo-authorship / ResearcherPersonZhenjie RenCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 works

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