Bayesian Lasso Posterior Sampling via Parallelized Measure Transport

Marcela Mendoza, Alexis Allegra, Todd P. Coleman

It is well known that the Lasso can be interpreted as a Bayesian posterior mode estimate with a Laplacian prior. Obtaining samples from the full posterior distribution, the Bayesia…