At the junction between deep learning and statistics of extremes:
formalizing the landslide hazard definitionJournal of Geophysical Research (JGR), 2024 |
Spatial meshing for general Bayesian multivariate modelsJournal of machine learning research (JMLR), 2022 |
Bayesian Computation for Log-Gaussian Cox Processes--A Comparative
Analysis of MethodsJournal of Statistical Computation and Simulation (JSCS), 2017 |
Bayesian Inference for Gaussian Process Classifiers with Annealing and
Pseudo-Marginal MCMCInternational Conference on Pattern Recognition (ICPR), 2013 |
Pseudo-Marginal Bayesian Inference for Gaussian ProcessesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2013 |