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Konstantinos Spiliopoulos
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Konstantinos Spiliopoulos17 visible / 17 total nodes / 37 links

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Related contextCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalKonstantinos SpiliopoulosAKonstantinos SpiliopoulosResearcherConvergence Analysis of Newton's Method for Neural Networks in the Overparameterized LimitWConvergence Analysis of...preprint / 2026Konstantin RiedlAKonstantin RiedlResearcherJustin SirignanoAJustin SirignanoResearcherNetwork effects in default clustering for large systemsWNetwork effects in defa...preprint / 2020Wiener Process with Reflection in Non-Smooth Narrow TubesWWiener Process with Ref...preprint / 2010A Note on the Smoluchowski-Kramers Approximation for the Langevin Equation with ReflectionWA Note on the Smoluchow...preprint / 2010Method of Moments Estimation of Ornstein-Uhlenbeck Processes Driven by General Lévy ProcessWMethod of Moments Estim...preprint / 2010Large Deviations Principle for a Large Class of One-Dimensional Markov ProcessesWLarge Deviations Princi...preprint / 2011Recovery Rates in investment-grade pools of credit assets: A large deviations analysisWRecovery Rates in inves...preprint / 2011Large Deviations and Importance Sampling for Systems of Slow-Fast MotionWLarge Deviations and Im...preprint / 2012Non-asymptotic performance analysis of importance sampling schemes for small noise diffusionsWNon-asymptotic performa...preprint / 2014Quenched Large Deviations for Multiscale Diffusion Processes in Random EnvironmentsWQuenched Large Deviatio...preprint / 2015Rare event simulation for multiscale diffusions in random environmentsWRare event simulation f...preprint / 2015Machine LearningTMachine Learning49008 worksmath.PRTmath.PR7239 worksOnline Adjoint Methods for Optimization of PDEsWOnline Adjoint Methods ...preprint / 2022
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Konstantinos Spiliopoulos

Researcher

PaperConvergence Analysis of Newton's Method for Neural Networks in the Overparameterized LimitAuthorship / preprint / 2026PersonKonstantin RiedlCo-authorship / ResearcherPersonJustin SirignanoCo-authorship / ResearcherPaperNetwork effects in default clustering for large systemsAuthorship / preprint / 2020PaperWiener Process with Reflection in Non-Smooth Narrow TubesAuthorship / preprint / 2010PaperA Note on the Smoluchowski-Kramers Approximation for the Langevin Equation with ReflectionAuthorship / preprint / 2010PaperMethod of Moments Estimation of Ornstein-Uhlenbeck Processes Driven by General Lévy ProcessAuthorship / preprint / 2010PaperLarge Deviations Principle for a Large Class of One-Dimensional Markov ProcessesAuthorship / preprint / 2011

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