output
19972026
most citedOn the Number of Linear Regions of Deep Neural Networks

832 citations

Showing 2020 · math.AGShow all

12 papers · 2 filters

math.AG2020★ 44 cited

Likelihood Equations and Scattering Amplitudes

Bernd Sturmfels, Simon Telen

We relate scattering amplitudes in particle physics to maximum likelihood estimation for discrete models in algebraic statistics. The scattering potential plays the role of the log…

math.AG2020★ 6 cited

The set of forms with bounded strength is not closed

Edoardo Ballico, Arthur Bik, Alessandro Oneto +1

The strength of a homogeneous polynomial (or form) is the smallest length of an additive decomposition expressing it whose summands are reducible forms. Using polynomial functors,…

math.AG2020★ 2 cited

Tangent Quadrics in Real 3-Space

Taylor Brysiewicz, Claudia Fevola, Bernd Sturmfels

We examine quadratic surfaces in 3-space that are tangent to nine given figures. These figures can be points, lines, planes or quadrics. The numbers of tangent quadrics were determ…

math.AG2020

Generalized Deligne-Hitchin Twistor Spaces: Construction and Properties

Zhi Hu, Pengfei Huang, Runhong Zong

In this paper, we generalize the construction of Deligne-Hitchin twistor space by gluing two certain Hodge moduli spaces. We investigate such generalized Deligne-Hitchin twistor sp…

math.AG2020★ 7 cited

Pencils of Quadrics: Old and New

Claudia Fevola, Yelena Mandelshtam, Bernd Sturmfels

Two-dimensional linear spaces of symmetric matrices are classified by Segre symbols. After reviewing known facts from linear algebra and projective geometry, we address new questio…

math.AG2020★ 2 cited

Pencils on surfaces with normal crossings and the Kodaira dimension of

Daniele Agostini, Ignacio Barros

We study smoothing of pencils of curves on surfaces with normal crossings. As a consequence we show that the canonical divisor of is not pseudo-effec…