Sustainability and Machine Learning Group

Sustainability and Machine Learning Group

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Viacheslav Borovitskiy

Publications

Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge-Equivariant Projected Kernels (2021)
Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels (2021)
Pathwise Conditioning of Gaussian Processes (2021)
Matérn Gaussian Processes on Graphs (2021)
Efficiently Sampling Functions from Gaussian Process Posteriors (2020)
Matern Gaussian Processes on Riemannian Manifolds (2020)

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