The title could have been chosen as "Learn to learn by gradient descent by gradient descent" or "Learning learning by gradient descent by gradient descent"
edit: guys it's a pun
"Learning To Learn Using Gradient Descent" by Hochreiter et al.
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.5.32...