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Stephan Günnemann
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Stephan Günnemann18 visible / 18 total nodes / 42 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalStephan GünnemannAStephan GünnemannResearcherTask-Aware Calibration: Provably Optimal Decoding in LLMsWTask-Aware Calibration:...preprint / 2026Tim TomovATim TomovResearcherRajeev VermaARajeev VermaResearcherDominik FuchsgruberADominik FuchsgruberResearcherKDD-SC: Subspace Clustering Extensions for Knowledge Discovery FrameworksWKDD-SC: Subspace Cluste...preprint / 2014Machine LearningTMachine Learning49008 worksComputation and LanguageTComputation and Language14115 workstorchode: A Parallel ODE Solver for PyTorchWtorchode: A Parallel OD...preprint / 2023Invariance-Aware Randomized Smoothing CertificatesWInvariance-Aware Random...preprint / 2023Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element NetworksWLearning the Dynamics o...preprint / 2022Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave FunctionsWAb-Initio Potential Ene...preprint / 2022Linearized and Single-Pass Belief PropagationWLinearized and Single-P...preprint / 2014Differentiable DAG SamplingWDifferentiable DAG Samp...preprint / 2022Directional Message Passing on Molecular Graphs via Synthetic CoordinatesWDirectional Message Pas...preprint / 2022Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and MoreWScalable Optimal Transp...preprint / 2022Diffusion Improves Graph LearningWDiffusion Improves Grap...preprint / 2022Directional Message Passing for Molecular GraphsWDirectional Message Pas...preprint / 2022
Person17 links

Stephan Günnemann

Researcher

PaperTask-Aware Calibration: Provably Optimal Decoding in LLMsAuthorship / preprint / 2026PersonTim TomovCo-authorship / ResearcherPersonRajeev VermaCo-authorship / ResearcherPersonDominik FuchsgruberCo-authorship / ResearcherPaperKDD-SC: Subspace Clustering Extensions for Knowledge Discovery FrameworksAuthorship / preprint / 2014TopicMachine LearningWorks on / 49008 worksTopicComputation and LanguageWorks on / 14115 worksPapertorchode: A Parallel ODE Solver for PyTorchAuthorship / preprint / 2023

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