It appears that Google Chrome provides a solution for this, available at this link.
Unfortunately, it did not work for me, because all options were already set to
Not configured and it still could not update.
What I did was navigate to registry at
HKLM/Software/Policies/Google and delete the
Update folder under that.
Restarted Chrome, retried updating and it worked flawlessly.