Riccardo Moriconi

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 6

Top Topics

Gaussian Processes

Hyperparameters

Top Venues

Publications

Riccardo Moriconi, Marc Peter Deisenroth, K. S. Sesh Kumar
High-dimensional Bayesian optimization using low-dimensional feature spaces. Mach. Learn. 109 (9-10) (2020)
Riccardo Moriconi, K. S. Sesh Kumar, Marc Peter Deisenroth
High-dimensional Bayesian optimization with projections using quantile Gaussian processes. Optim. Lett. 14 (1) (2020)
Riccardo Moriconi, K. S. Sesh Kumar, Marc Peter Deisenroth
High-Dimensional Bayesian Optimization with Manifold Gaussian Processes. CoRR (2019)
James T. Wilson, Riccardo Moriconi, Frank Hutter, Marc Peter Deisenroth
The reparameterization trick for acquisition functions. CoRR (2017)
Felix Berkenkamp, Riccardo Moriconi, Angela P. Schoellig, Andreas Krause
Safe learning of regions of attraction for uncertain, nonlinear systems with Gaussian processes. CDC (2016)
Felix Berkenkamp, Riccardo Moriconi, Angela P. Schoellig, Andreas Krause
Safe Learning of Regions of Attraction for Uncertain, Nonlinear Systems with Gaussian Processes. CoRR (2016)