Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1152551 | Statistics & Probability Letters | 2016 | 8 Pages |
Abstract
The full-order Perturb-and-MAP model is equivalent to the Gibbs distribution, but its applicability is limited. Empirically it is shown that low-dimensional Gumbel perturbations allow to approximate the Gibbs distribution but their theoretical properties remain unclear. In this note we fill this gap.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
Jakub M. Tomczak,