Marcelo Hartmann

Riemannian Laplace Approximation with the Fisher Metric

Transformed Gaussian Processes for Characterizing a Model's Discrepancy

Warped geometric information on the optimisation of Euclidean functions

Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics

Lagrangian Manifold Monte Carlo on Monge Patches

Probabilistic Predictive Elicitation

Flexible prior elicitation via the prior predictive distribution

Additive multivariate Gaussian processes for joint species distribution modeling with heterogeneous data