Determining the sensitivity of the posterior to perturbations of the pri...
Many data sets contain an inherent multilevel structure, for example, be...
For complex nonlinear supervised learning models, assessing the relevanc...
The accuracy of an integral approximation via Monte Carlo sampling depen...
We propose two novel methods for simplifying Gaussian process (GP) model...