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David Rügamer
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David Rügamer15 visible / 15 total nodes / 32 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipDavid RügamerADavid RügamerResearcherbde: A Python Package for Bayesian Deep Ensembles via MILEWbde: A Python Package f...preprint / 2026Angelos AslanidisAAngelos AslanidisResearcherVyron ArvanitisAVyron ArvanitisResearcherEmanuel SommerAEmanuel SommerResearcherdeepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional RegressionWdeepregression: a Flexi...preprint / 2022Factorized Structured Regression for Large-Scale Varying Coefficient ModelsWFactorized Structured R...preprint / 2022Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesWSemi-Structured Distrib...preprint / 2022Probabilistic Time Series Forecasts with Autoregressive Transformation ModelsWProbabilistic Time Seri...preprint / 2022Machine LearningTMachine Learning49008 worksDeep Semi-Supervised Learning for Time Series ClassificationWDeep Semi-Supervised Le...preprint / 2022A Bayesian Time-Varying Autoregressive Model for Improved Short- and Long-Term PredictionWA Bayesian Time-Varying...preprint / 2021Combining Graph Neural Networks and Spatio-temporal Disease Models to Predict COVID-19 Cases in GermanyWCombining Graph Neural ...preprint / 2021DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival AnalysisWDeepPAMM: Deep Piecewis...preprint / 2022Semi-Structured Deep Piecewise Exponential ModelsWSemi-Structured Deep Pi...preprint / 2021
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David Rügamer

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Paperbde: A Python Package for Bayesian Deep Ensembles via MILEAuthorship / preprint / 2026PersonAngelos AslanidisCo-authorship / ResearcherPersonVyron ArvanitisCo-authorship / ResearcherPersonEmanuel SommerCo-authorship / ResearcherPaperdeepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional RegressionAuthorship / preprint / 2022PaperFactorized Structured Regression for Large-Scale Varying Coefficient ModelsAuthorship / preprint / 2022PaperSemi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data ModalitiesAuthorship / preprint / 2022PaperProbabilistic Time Series Forecasts with Autoregressive Transformation ModelsAuthorship / preprint / 2022

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