Multivariate Laplace Prior

I did not see the mv Laplace distributed yet, but I am curious if I can get around this by reverse transforming using the steps @jessegrabowski outlined and then modeling my result as a mv Normal? Obviously I’d have to transform my observations too but I am not sure how to do that