I think you are referring to the same step? QR decomposition is how you solve for u_i which is what I imagine the same step you have in mind.
- QR decomposition in ALS-WR code Dominik Hübner
- Re: QR decomposition in ALS-WR code Sebastian Schelter
- Re: QR decomposition in ALS-WR code Sean Owen