Articles with public access mandates - Marcelo HartmannLearn more
Available somewhere: 7
Additive multivariate Gaussian processes for joint species distribution modeling with heterogeneous data
J Vanhatalo, M Hartmann, L Veneranta
Mandates: Academy of Finland
Laplace approximation and the natural gradient for Gaussian process regression with the heteroscedastic Student-t model
M Hartmann, J Vanhatalo
Statistics and Computing 29, 753-773, 2019
Mandates: Academy of Finland
Flexible prior elicitation via the prior predictive distribution
M Hartmann, G Agiashvili, P Bürkner, A Klami
Conference on Uncertainty in Artificial Intelligence, 1129-1138, 2020
Mandates: Academy of Finland
Lagrangian Manifold Monte Carlo on Monge Patches
M Hartmann, M Girolami, A Klami
Proceedings of The 25th International Conference on Artificial Intelligence …, 2022
Mandates: Academy of Finland, UK Engineering and Physical Sciences Research Council …
Gaussian process framework for temporal dependence and discrepancy functions in Ricker-type population growth models
M Hartmann, GR Hosack, RM Hillary, J Vanhatalo
Mandates: Academy of Finland
Prior specification via prior predictive matching: Poisson matrix factorization and beyond
ES da Silva, T Kuśmierczyk, M Hartmann, A Klami
Journal of Machine Learning Research (JMLR) arXiv preprint arXiv: 1910.12263, 2019
Mandates: Academy of Finland
Transformed Gaussian Processes for Characterizing a Model's Discrepancy
A Nioche, V Tanskanen, M Hartmann, A Klami
Asian Conference on Machine Learning 15, 2023
Mandates: UK Engineering and Physical Sciences Research Council
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