Multilevel Monte Carlo simulation of a diffusion with non-smooth drift

Azzouz Dermoune Daoud Ounaissi Nadji Rahmania

We show that Lasso and Bayesian Lasso are very close when the sparsity is large and the noise is small. Then we propose to solve Bayesian Lasso using multivalued stochastic differe…