Sustainability and Machine Learning Group
Sustainability and Machine Learning Group
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James T. Wilson
Publications
A Unifying Variational Framework for Gaussian Process Motion Planning (2024)
Decision-Making with Gaussian Processes: Sampling Strategies and Monte Carlo Methods (2023)
Pathwise Conditioning of Gaussian Processes (2021)
Efficiently Sampling Functions from Gaussian Process Posteriors (2020)
Maximizing Acquisition Functions for Bayesian Optimization (2018)
The Reparameterization Trick for Acquisition Functions (2017)
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