Rodrigo Andrade de Bem

Critical Percolation as a Framework to Analyze the Training of Deep Networks

In this paper we approach two relevant deep learning topics: i) tackling of graph structured input data and ii) a better understanding and analysis of deep networks and related learning algorithms. With this in mind we focus on the topological classification of reachability in a particular subset of…