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Frank Nielsen

A Rate-Distortion View of Uncertainty Quantification

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Jun 18, 2024
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Approximation and bounding techniques for the Fisher-Rao distances

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Mar 19, 2024
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Tempered Calculus for ML: Application to Hyperbolic Model Embedding

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Feb 08, 2024
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Divergences induced by dual subtractive and divisive normalizations of exponential families and their convex deformations

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Dec 20, 2023
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The Tempered Hilbert Simplex Distance and Its Application To Non-linear Embeddings of TEMs

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Nov 22, 2023
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Optimal Transport with Tempered Exponential Measures

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Sep 07, 2023
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Fisher-Rao distance and pullback SPD cone distances between multivariate normal distributions

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Jul 20, 2023
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Product Jacobi-Theta Boltzmann machines with score matching

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Mar 10, 2023
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A numerical approximation method for the Fisher-Rao distance between multivariate normal distributions

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Feb 27, 2023
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Simplifying Momentum-based Riemannian Submanifold Optimization

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Feb 20, 2023
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