 Residual Deep Gaussian Processes on ManifoldsInternational Conference on Learning Representations (ICLR), 2024 |
 Implicit Manifold Gaussian Process RegressionNeural Information Processing Systems (NeurIPS), 2023 |
 Intrinsic Gaussian Vector Fields on ManifoldsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
 Posterior Contraction Rates for Matérn Gaussian Processes on
Riemannian ManifoldsNeural Information Processing Systems (NeurIPS), 2023 |
 On the speed of uniform convergence in Mercer's theoremJournal of Mathematical Analysis and Applications (JMAA), 2022 |
 Geometry-aware Bayesian Optimization in Robotics using Riemannian
Matérn KernelsConference on Robot Learning (CoRL), 2021 |
 How Well Generative Adversarial Networks Learn DistributionsJournal of machine learning research (JMLR), 2018 |
