Marcelo Hartmann

Flexible Prior Elicitation via the Prior Predictive Distribution

Arto Klami, Marcelo Hartmann, Georgi Agiashvili, 2020, UAI.

Bayesian inference for generalized extreme value distributions via Hamiltonian Monte Carlo

Ricardo S. Ehlers, Marcelo Hartmann, R. Ehlers, 2014, Commun. Stat. Simul. Comput..

Laplace approximation and the natural gradient for Gaussian process regression with the heteroscedastic Student-t model

Jarno Vanhatalo, Marcelo Hartmann, J. Vanhatalo, 2017, 1712.07437.

A Bernoulli autoregressive moving average model applied to rainfall occurrence

Marcelo Hartmann, Marinho G. Andrade, Carlos Alberto Ribeiro Diniz, 2018, Commun. Stat. Simul. Comput..

Prior specification via prior predictive matching: Poisson matrix factorization and beyond pdf

Arto Klami, Eliezer de Souza da Silva, Marcelo Hartmann, 2019, ArXiv.

Prior Knowledge Elicitation: The Past, Present, and Future

Aki Vehtari, Jukka Corander, Samuel Kaski, 2021, Bayesian Analysis.

Joint species distribution modeling with additive multivariate Gaussian process priors and heteregenous data

Jarno Vanhatalo, Marcelo Hartmann, J. Vanhatalo, 2018 .