An unexpected connection between Bayes $A-$optimal designs and the Group Lasso

Guillaume Sagnol, Edouard Pauwels

We show that the $A$-optimal design optimization problem over $m$ design points in ${\mathbb{R}}^n$ is equivalent to minimizing a quadratic function plus a group lasso sparsity induc…