Fast Gaussian Process Approximations for Autocorrelated DataINFORMS Journal on Data Science (JIDS), 2025 |
Automatic cross-validation in structured models: Is it time to leave out
leave-one-out?Spatial Statistics (Spat. Stat.), 2023 |
Improving Group Lasso for high-dimensional categorical dataInternational Conference on Conceptual Structures (ICCS), 2022 |
Latent Gaussian Model BoostingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
Cross-validation: what does it estimate and how well does it do it?Journal of the American Statistical Association (JASA), 2021 |
Fast calculation of Gaussian Process multiple-fold cross-validation
residuals and their covariancesJournal of Computational And Graphical Statistics (JCGS), 2021 |