The loss surface of deep linear networks viewed through the algebraic geometry lens

Dhagash Mehta, Tianran Chen, Tingting Tang +1

By using the viewpoint of modern computational algebraic geometry, we explore properties of the optimization landscapes of the deep linear neural network models. After clarifying o…