Before revision:  It follows that ML specifically targets estimation risk when choosing the asset weights, and that "off-the-shelf" ML algorithms obtain optimal portfolios taking parameter uncertaintyinto account.
After revision:  It follows that ML specifically targets estimation risk when estimating portfolio weights, and that "off-the-shelf" ML algorithms obtain optimal portfolios taking parameter uncertaintyinto account.