Why neural networks find simple solutions: the many regularizers of geometric complexity

Benoit Dherin, Michael Munn, Mihaela Rosca +1

In many contexts, simpler models are preferable to more complex models and the control of this model complexity is the goal for many methods in machine learning such as regularizat…