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David Rügamer

Department of Statistics, LMU Munich, Munich Center for Machine Learning

How To Make Your Cell Tracker Say "I dunno!"

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Mar 12, 2025
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Additive Model Boosting: New Insights and Path(ologie)s

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Mar 07, 2025
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Paths and Ambient Spaces in Neural Loss Landscapes

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Mar 05, 2025
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Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks

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Feb 10, 2025
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Calibrating LLMs with Information-Theoretic Evidential Deep Learning

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Feb 10, 2025
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Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries

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Feb 04, 2025
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Can Transformers Learn Full Bayesian Inference in Context?

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Jan 28, 2025
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A Functional Extension of Semi-Structured Networks

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Oct 07, 2024
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Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects

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Jul 26, 2024
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How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression

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May 08, 2024
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