Sustainability and Machine Learning Group
Sustainability and Machine Learning Group
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Riccardo Moriconi
PhD (10/2016-02/2021)
Imperial College London
Interests
Machine learning
Gaussian processes
Bayesian optimization
Blog posts
High-dimensional Bayesian Optimization Using Low-dimensional Feature Spaces (Aug 2020)
Publications
High-Dimensional Bayesian Optimization with Manifold Gaussian Processes (2020)
High-Dimensional Bayesian Optimization with Projections using Quantile Gaussian Processes (2020)
High-Dimensional Bayesian Optimization Using Low-Dimensional Feature Spaces (2019)
The Reparameterization Trick for Acquisition Functions (2017)
Seminar organization
Emtiyaz Khan: Learning-Algorithms from Bayesian Principle (Sep 2019)
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