Some smooth divergences for ${\mathrm{\ell }}_1-$approximations

For some smooth special case of generalized $\phi -$divergences as well as of new divergences (called scaled shift divergences), we derive approximations of the omnipresent (weighted) ${\mathrm{\ell }}_1-$distance and (weighted) ${\mathrm{\ell }}_1-$norm.