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Intrinsic Gaussian Vector Fields on Manifolds.

, , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 1306-1314. PMLR, (2024)

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Pathwise Conditioning of Gaussian Processes., , , , and . CoRR, (2020)Bringing robotics taxonomies to continuous domains via GPLVM on hyperbolic manifolds., , , , and . CoRR, (2022)Hodge-Compositional Edge Gaussian Processes., , and . CoRR, (2023)Posterior Contraction Rates for Matérn Gaussian Processes on Riemannian Manifolds., , , and . CoRR, (2023)Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Equivariant Projected Kernels., , , , , and . CoRR, (2021)Matérn Gaussian Processes on Graphs., , , , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 2593-2601. PMLR, (2021)Matern Gaussian processes on Riemannian manifolds., , , and . CoRR, (2020)Quadric hypersurface intersection for manifold learning in feature space., , , , , , , and . CoRR, (2021)Efficiently sampling functions from Gaussian process posteriors., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 10292-10302. PMLR, (2020)Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels., , , , , and . NeurIPS, page 17160-17169. (2021)