2 problems

Consider variable selection with an orthonormal design and Gaussian noise, with $D_m$ denoting model dimension and $\sigma^2$ the noise variance. In this setting, the minimal penal…

Let $\tau$ denote the optimization error appearing in Theorem. Optimization-error conjecture. It should be possible to remove the term $\tau$ from the theorem's bound. The conjectu…