1 citations · 1 across the 3 of their papers we have counts for
3 papers
Algebraic geometry of rational neural networks
Alexandros Grosdos, Elina Robeva, Maksym Zubkov
We study the expressivity of rational neural networks (RationalNets) through the lens of algebraic geometry. We consider rational functions that arise from a given RationalNet to b…
Identifiability through special linear measurements
Fulvio Gesmundo, Alexandros Grosdos, André Uschmajew
We show that one can always identify a point on an algebraic variety uniquely with generic linear measurements taken themselves from a variety under minimal assumpt…
Third-Order Moment Varieties of Linear Non-Gaussian Graphical Models
Carlos Améndola, Mathias Drton, Alexandros Grosdos +2
In this paper we study linear non-Gaussian graphical models from the perspective of algebraic statistics. These are acyclic causal models in which each variable is a linear combina…