18 citations · 65 across the 9 of their papers we have counts for
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stat.ME2017
Laplace approximation and the natural gradient for Gaussian process regression with the heteroscedastic Student-t model
Marcelo Hartmann, Jarno Vanhatalo
This paper considers the Laplace method to derive approximate inference for the Gaussian process (GP) regression in the location and scale parameters of the Student-t probabilistic…
stat.ME2017★ 3 cited
Extending Owen's integral table and a new multivariate Bernoulli distribution
Marcelo Hartmann
We extend some equatilites in the Owen's table of normal integrals (A table of normal integrals in Communication in Statistics-Simulation and Computation, 1980). Furthermore a new…