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Armin Lederer
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Armin Lederer18 visible / 18 total nodes / 42 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipArmin LedererAArmin LedererResearcherOn Uniform Error Bounds for Kernel Regression under Non-Gaussian NoiseWOn Uniform Error Bounds...preprint / 2026Johannes TeutschAJohannes TeutschResearcherOleksii MolodchykAOleksii MolodchykResearcherMarion LeiboldAMarion LeiboldResearcherTimm FaulwasserATimm FaulwasserResearcherNetworked Online Learning for Control of Safety-Critical Resource-Constrained Systems based on Gaussian ProcessesWNetworked Online Learni...preprint / 2022Uniform Error and Posterior Variance Bounds for Gaussian Process Regression with Application to Safe ControlWUniform Error and Poste...preprint / 2021GP3: A Sampling-based Analysis Framework for Gaussian ProcessesWGP3: A Sampling-based A...preprint / 2020How Training Data Impacts Performance in Learning-based ControlWHow Training Data Impac...preprint / 2020Machine LearningTMachine Learning49008 worksGaussian Process Uniform Error Bounds with Unknown Hyperparameters for Safety-Critical ApplicationsWGaussian Process Unifor...preprint / 2022Safe Reinforcement Learning via Confidence-Based FiltersWSafe Reinforcement Lear...preprint / 2022Distributed Bayesian Online Learning for Cooperative ManipulationWDistributed Bayesian On...preprint / 2022Personalized Rehabilitation Robotics based on Online Learning ControlWPersonalized Rehabilita...preprint / 2022Learning Stable Nonparametric Dynamical Systems with Gaussian Process RegressionWLearning Stable Nonpara...preprint / 2020Data selection for multi-task learning under dynamic constraintsWData selection for mult...preprint / 2020Diffeomorphically Learning Stable Koopman OperatorsWDiffeomorphically Learn...preprint / 2022
Person17 links

Armin Lederer

Researcher

PaperOn Uniform Error Bounds for Kernel Regression under Non-Gaussian NoiseAuthorship / preprint / 2026PersonJohannes TeutschCo-authorship / ResearcherPersonOleksii MolodchykCo-authorship / ResearcherPersonMarion LeiboldCo-authorship / ResearcherPersonTimm FaulwasserCo-authorship / ResearcherPaperNetworked Online Learning for Control of Safety-Critical Resource-Constrained Systems based on Gaussian ProcessesAuthorship / preprint / 2022PaperUniform Error and Posterior Variance Bounds for Gaussian Process Regression with Application to Safe ControlAuthorship / preprint / 2021PaperGP3: A Sampling-based Analysis Framework for Gaussian ProcessesAuthorship / preprint / 2020

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