3 citations · 3 across the 10 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.CG2020
Steady and ranging sets in graph persistence
Mattia G. Bergomi, Massimo Ferri, Antonella Tavaglione
Topological data analysis can provide insight on the structure of weighted graphs and digraphs. However, some properties underlying a given (di)graph are hardly mappable to simplic…
cs.LG2020
Parametric machines: a fresh approach to architecture search
Pietro Vertechi, Mattia G. Bergomi
Using tools from topology and functional analysis, we provide a framework where artificial neural networks, and their architectures, can be formally described. We define the notion…