Overcomplete nature of DNN is a common phenomenon and often advocated to convert saddle points into local minima --- understanding the actual landscape is diffi

Overcomplete nature of DNN is a common phenomenon and often advocated to convert saddle points into local minima --- understanding the actual landscape is difficult due to the inherent nonlinearity.... this indeed leads to an interesting research direction and many prominent research groups have started investing heavily on this