Cover Image

Algebraic geometry of rational neural networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Grosdos, Alexandros, Robeva, Elina, Zubkov, Maksym
Format:	Preprint
Published:	2025
Subjects:	Algebraic Geometry 68T07, 14M12, 41A20, 62R01
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Identifiability of Deep Polynomial Neural Networks
by: Usevich, Konstantin, et al.
Published: (2025)

Algebraic Sparse Factor Analysis
by: Drton, Mathias, et al.
Published: (2023)

Algebraic Machine Learning with an Application to Chemistry
by: Sai, Ezzeddine El, et al.
Published: (2022)

Torus Actions on Matrix Schubert and Kazhdan-Lusztig Varieties, and their Links to Statistical Models
by: Neuhaus, Elke, et al.
Published: (2025)

Moment varieties of the inverse Gaussian and gamma distributions are nondefective
by: Henriksson, Oskar, et al.
Published: (2024)

Maximum likelihood estimation of log-affine models using detailed-balanced reaction networks
by: Henriksson, Oskar, et al.
Published: (2024)

Polynomials of small slice rank and strength
by: Flavi, Cosimo, et al.
Published: (2025)

Algebraic statistics of Hüsler-Reiss graphical models in multivariate extremes
by: Améndola, Carlos, et al.
Published: (2026)

Geometry and Optimization of Shallow Polynomial Networks
by: Arjevani, Yossi, et al.
Published: (2025)

Likelihood Geometry of Reflexive Polytopes
by: Améndola, Carlos, et al.
Published: (2023)

Symmetry Lie Algebras of Varieties with Applications to Algebraic Statistics
by: Maraj, Aida, et al.
Published: (2023)

A Real Generalized Trisecant Trichotomy
by: Ranestad, Kristian, et al.
Published: (2024)

Geometry of fibers of the multiplication map of deep linear neural networks
by: Lehalleur, Simon Pepin, et al.
Published: (2024)

Uniform rationality of products with the plane
by: Banecki, Juliusz
Published: (2025)

Geometry of rational quasi-independence models as toric fiber products
by: Coons, Jane Ivy, et al.
Published: (2024)

Geometry of Polynomial Neural Networks
by: Kubjas, Kaie, et al.
Published: (2024)

Algebraic Constraints for Linear Acyclic Causal Models
by: Gigliotti, Cole, et al.
Published: (2025)

On the Euclidean Distance Degree of Quadratic Two-Neuron Neural Networks
by: Graziani, Giacomo
Published: (2025)

Identifiability of overcomplete independent component analysis
by: Wang, Kexin, et al.
Published: (2024)

Moment Identifiability of Homoscedastic Gaussian Mixtures
by: Agostini, Daniele, et al.
Published: (2019)

Erzeugunsgrad, VC-Dimension and Neural Networks with rational activation function
by: Pardo, Luis Miguel, et al.
Published: (2025)

Decomposing Determinantal Varieties from Statistics via Matroid Theory
by: Alexandersson, Per, et al.
Published: (2026)

Tropical combinatorics of max-linear Bayesian networks
by: Améndola, Carlos, et al.
Published: (2024)

Maximum Likelihood Degrees of Brownian Motion Tree Models: Star Trees and Root Invariance
by: Coons, Jane Ivy, et al.
Published: (2024)

Santaló Geometry of Convex Polytopes
by: Pavlov, Dmitrii, et al.
Published: (2024)

Applications of the Nash double of a Nash manifold with corners
by: Carbone, Antonio, et al.
Published: (2026)

Computing phylogenetic invariants for time-reversible models: from TN93 to its submodels
by: Casanellas, Marta, et al.
Published: (2025)

Toric Multivariate Gaussian Models from Symmetries in a Tree
by: Cardwell, Emma, et al.
Published: (2024)

A novel algebraic approach to time-reversible evolutionary models
by: Casanellas, Marta, et al.
Published: (2023)

Nash approximation of differentiable semialgebraic maps
by: Carbone, Antonio, et al.
Published: (2026)

The Maximum Likelihood Degree of Toric Models is Monotonic
by: Améndola, Carlos, et al.
Published: (2025)

Classification of real hyperplane singularities by real log canonical thresholds
by: Kosta, Dimitra, et al.
Published: (2024)

The $F$-adjoined Gauss Map and Gaussian Likelihood Geometry
by: Gustafsson, Lukas
Published: (2023)

On the Stable Euclidean Distance Degree of Algebraic Layers
by: Graziani, Giacomo
Published: (2026)

Algebraic monoid structures on the affine 3-space
by: Arzhantsev, Ivan, et al.
Published: (2024)

Lawrence Lifts, Matroids, and Maximum Likelihood Degrees
by: Brysiewicz, Taylor, et al.
Published: (2023)

Surjective Nash maps between semialgebraic sets
by: Carbone, Antonio, et al.
Published: (2023)

$E_6$-local systems from cubic threefolds
by: Krämer, Thomas, et al.
Published: (2026)

Degrees of the Wasserstein Distance to Small Toric Models
by: DePaul, Greg, et al.
Published: (2024)

Totally mixed conditional independence equilibria of generic games
by: Bouyer, Matthieu, et al.
Published: (2025)