Before revision: The existing approaches to sparse wealth allocations (1) are suboptimal due to the bias induced by \ell_1-penalty; (2) require the number of assets to be less than the sample size;
After revision: The existing approaches to sparse wealth allocations (1) are limited to low-dimensional setup when the number of assets to be less than the sample size;