Cost-aware Bayesian Optimization via the Pandora's Box Gittins IndexNeural Information Processing Systems (NeurIPS), 2024 |
Residual Deep Gaussian Processes on ManifoldsInternational Conference on Learning Representations (ICLR), 2024 |
Intrinsic Gaussian Vector Fields on ManifoldsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |