Very interesting paper, which says that you can provably make all local optima global by just adding a neuron next to the output neurons of a #deeplearning model !
It's yet another one in a series of papers that give partial explanatory theories about why deep learning works so well.
If anyone has the time to check the proofs, please let me know.