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Viacheslav Borovitskiy

Residual Deep Gaussian Processes on Manifolds

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Oct 31, 2024
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The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs

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Jul 10, 2024
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Hodge-Compositional Edge Gaussian Processes

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Oct 31, 2023
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Implicit Manifold Gaussian Process Regression

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Oct 30, 2023
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Intrinsic Gaussian Vector Fields on Manifolds

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Oct 28, 2023
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Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds

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Sep 22, 2023
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Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces

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Jan 30, 2023
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On power sum kernels on symmetric groups

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Nov 10, 2022
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Isotropic Gaussian Processes on Finite Spaces of Graphs

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Nov 03, 2022
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Bringing robotics taxonomies to continuous domains via GPLVM on hyperbolic manifolds

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Oct 04, 2022
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