Safe learning of regions of attraction for uncertain, nonlinear systems with gaussian processes F Berkenkamp, R Moriconi, AP Schoellig, A Krause 2016 IEEE 55th Conference on Decision and Control (CDC), 4661-4666, 2016 | 246 | 2016 |
High-dimensional Bayesian optimization using low-dimensional feature spaces R Moriconi, MP Deisenroth, KS Sesh Kumar Machine Learning 109, 1925-1943, 2020 | 159 | 2020 |
The reparameterization trick for acquisition functions JT Wilson, R Moriconi, F Hutter, MP Deisenroth NIPS Workshop on Bayesian Optimization, 2017 | 91 | 2017 |
High-dimensional Bayesian optimization with projections using quantile Gaussian processes R Moriconi, KSS Kumar, MP Deisenroth Optimization Letters 14, 51-64, 2020 | 38 | 2020 |
High-dimensional bayesian optimization with manifold gaussian processes R Moriconi, K Kumar, MP Deisenroth arXiv preprint arXiv:1902.10675, 2019 | 11 | 2019 |