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 Independent 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)
Matérn Gaussian Processes on Riemannian Manifolds (2020)
Efficiently Sampling Functions from Gaussian Process Posteriors (2020)
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