Computation-Aware Gaussian Processes: Model Selection And Linear-Time InferenceNeural Information Processing Systems (NeurIPS), 2024 |
Learning non-Gaussian spatial distributions via Bayesian transport maps with parametric shrinkageJournal of Agricultural Biological and Environmental Statistics (JABES), 2024 |
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural NetworksInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |