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Nikolaos Ignatiadis
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Nikolaos Ignatiadis11 visible / 11 total nodes / 29 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalNikolaos IgnatiadisANikolaos IgnatiadisResearcherEmpirical Bayes RebiasingWEmpirical Bayes Rebiasingpreprint / 2026Wanyi LingAWanyi LingResearcherSida LiASida LiResearcherJunming GuanAJunming GuanResearcher$σ$-Ridge: group regularized ridge regression via empirical Bayes noise level cross-validationW$σ$-Ridge: group regula...preprint / 2021Covariate-Powered Empirical Bayes EstimationWCovariate-Powered Empir...preprint / 2020MethodologyTMethodology5119 worksMachine LearningTMachine Learning49008 worksUsing public clinical trial reports to evaluate observational study methodsWUsing public clinical t...preprint / 2022Net benefit, calibration, threshold selection, and training objectives for algorithmic fairness in healthcareWNet benefit, calibratio...preprint / 2022
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Nikolaos Ignatiadis

Researcher

PaperEmpirical Bayes RebiasingAuthorship / preprint / 2026PersonWanyi LingCo-authorship / ResearcherPersonSida LiCo-authorship / ResearcherPersonJunming GuanCo-authorship / ResearcherPaperσσ-Ridge: group regularized ridge regression via empirical Bayes noise level cross-validationAuthorship / preprint / 2021PaperCovariate-Powered Empirical Bayes EstimationAuthorship / preprint / 2020TopicMethodologyWorks on / 5119 worksTopicMachine LearningWorks on / 49008 works

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