120 citations · 120 across the 2 of their papers we have counts for
2 papers
cs.LG2022
On the High Symmetry of Neural Network Functions
Umberto Michelucci
Training neural networks means solving a high-dimensional optimization problem. Normally the goal is to minimize a loss function that depends on what is called the network function…
cs.LG2022★ 120 cited
An Introduction to Autoencoders
Umberto Michelucci
In this article, we will look at autoencoders. This article covers the mathematics and the fundamental concepts of autoencoders. We will discuss what they are, what the limitations…