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Philipp Petersen
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Philipp Petersen28 visible / 28 total nodes / 80 links

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Related contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onPhilipp PetersenAPhilipp PetersenResearcherAdaptivity Under Realizability Constraints: Comparing In-Context and Agentic LearningWAdaptivity Under Realiz...preprint / 2026HEPA: A Self-Supervised Horizon-Conditioned Event Predictive Architecture for Time SeriesWHEPA: A Self-Supervised...preprint / 2026FactoryNet: A Large-Scale Dataset toward Industrial Time-Series Foundation ModelsWFactoryNet: A Large-Sca...preprint / 2026FactoryBench: Evaluating Industrial Machine UnderstandingWFactoryBench: Evaluatin...preprint / 2026Jonas PetersenAJonas PetersenResearcherRiccardo MaggioniARiccardo MaggioniResearcherCamilla MazzoleniACamilla MazzoleniResearcherFederico MartelliAFederico MartelliResearcherMatei Ignuta-CiuncanuAMatei Ignuta-CiuncanuResearcherAlessandro LombardiAAlessandro LombardiResearcherGian-Alessandro LombardiAGian-Alessandro LombardiResearcherKarim OthmanAKarim OthmanResearcherYanis MerzoukiAYanis MerzoukiResearcherCoral IzquierdoACoral IzquierdoResearcherMarcos Gomez-BracamonteAMarcos Gomez-BracamonteResearcherBalazs GuntherABalazs GuntherResearcherMachine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksEquivalence of approximation by convolutional neural networks and fully-connected networksWEquivalence of approxim...preprint / 2021Topological properties of the set of functions generated by neural networks of fixed sizeWTopological properties ...preprint / 2020Mathematical theory of deep learningWMathematical theory of ...preprint / 2026Detection of Geometric Structures by an Optimally Subsampled Shearlet System in Noisy Digital ImagesWDetection of Geometric ...preprint / 2015Shearlet approximation of functions with discontinuous derivativesWShearlet approximation ...preprint / 2016math.STTmath.ST3384 worksNeural network approximation and estimation of classifiers with classification boundary in a Barron classWNeural network approxim...preprint / 2022A Theoretical Analysis of Deep Neural Networks and Parametric PDEsWA Theoretical Analysis ...preprint / 2020Numerical Solution of the Parametric Diffusion Equation by Deep Neural NetworksWNumerical Solution of t...preprint / 2020
Person14 links

Philipp Petersen

Researcher

PersonJonas PetersenCo-authorship / ResearcherPersonRiccardo MaggioniCo-authorship / ResearcherPersonCamilla MazzoleniCo-authorship / ResearcherPersonFederico MartelliCo-authorship / ResearcherPersonMatei Ignuta-CiuncanuCo-authorship / ResearcherPersonAlessandro LombardiCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPersonGian-Alessandro LombardiCo-authorship / Researcher

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