Safe learning of regions of attraction for uncertain, nonlinear systems with Gaussian processes. - Felix Berkenkamp; Riccardo Moriconi; Angela P. Schoellig; Andreas Krause 001 (CDC, 2016)

The reparameterization trick for acquisition functions. - James T. Wilson; Riccardo Moriconi; Frank Hutter; Marc Peter Deisenroth (CoRR, 2017)

High-Dimensional Bayesian Optimization with Manifold Gaussian Processes. - Riccardo Moriconi; K. S. Sesh Kumar; Marc Peter Deisenroth (CoRR, 2019)

High-dimensional Bayesian optimization using low-dimensional feature spaces. - Riccardo Moriconi; Marc Peter Deisenroth; K. S. Sesh Kumar (Mach. Learn., 2020)

High-dimensional Bayesian optimization with projections using quantile Gaussian processes. - Riccardo Moriconi; K. S. Sesh Kumar; Marc Peter Deisenroth (Optim. Lett., 2020)