> Other than that I wish more unification was done on ML algorithms and dynamical systems, just in general. There's too much crossover to ignore.
Check out this work, "Deep relaxation: partial differential equations for optimizing deep neural networks" by Pratik Chaudhari, Adam Oberman, Stanley Osher, Stefano Soatto & Guillaume Carlier.