Online Alternating Minimization

Code implementing a novel online alternating minimization (AM) algorithm for training deep neural networks that was developed as an alternative to backpropagation to avoid vanishing and exploding gradients, and handle non-differentiable nonlinearities.

Choromanska, Cowen, Kumaravel, Luss, Rigotti, Rish, Diachille, Gurev, Kingsbury, Tejwani, Bouneffouf