Machine Learning, Neural Networks, Optimization, Mathematics.
as you add more layers to a network, it increases potential for interactions. Take a toy example, multiply a few random matrices together and try to minimize the norm of the result by tweaking arbitrary entries a,b: Even for this purely linear neural network, the optimization problem becomes