Block Layer Decomposition schemes for training Deep Neural Networks

Laura Palagi, Ruggiero Seccia

Deep Feedforward Neural Networks' (DFNNs) weights estimation relies on the solution of a very large nonconvex optimization problem that may have many local (no global) minimizers,…