Before revision:  Beyond the critical ratio r=2 the variance cannot be optimized: the free energy surface becomes flat .
After revision:  Beyond the critical ratio r=2 beyond which the \ell_1 regularized variance cannot be optimized: the free energy surface becomes flat .