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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