Analysis of a Two-Layer Neural Network via Displacement Convexity

Adel Javanmard, Marco Mondelli, Andrea Montanari

Fitting a function by using linear combinations of a large number $N$ of `simple' components is one of the most fruitful ideas in statistical learning. This idea lies at the core o…