Katzfuss, Matthias

4 publications

AISTATS 2025 Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks Felix Jimenez, Matthias Katzfuss

AISTATS 2023 Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes Felix Jimenez, Matthias Katzfuss

ICML 2023 Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization Jian Cao, Myeongjong Kang, Felix Jimenez, Huiyan Sang, Florian Tobias Schaefer, Matthias Katzfuss

JMLR 2022 Scalable Gaussian-Process Regression and Variable Selection Using Vecchia Approximations Jian Cao, Joseph Guinness, Marc G. Genton, Matthias Katzfuss