Function space and critical points of linear convolutional networks
We study the geometry of linear networks with one-dimensional convolutional layers. The
function spaces of these networks can be identified with semialgebraic families of …
function spaces of these networks can be identified with semialgebraic families of …
Geometry of lightning self-attention: Identifiability and dimension
NW Henry, GL Marchetti, K Kohn - arXiv preprint arXiv:2408.17221, 2024 - arxiv.org
We consider function spaces defined by self-attention networks without normalization, and
theoretically analyze their geometry. Since these networks are polynomial, we rely on tools …
theoretically analyze their geometry. Since these networks are polynomial, we rely on tools …
Fitness, apprenticeship, and polynomials
B Sturmfels - … Algebraic Geometry: Selected Papers From the 2016 …, 2017 - Springer
This article discusses the design of the Apprenticeship Program at the Fields Institute, held
21 August–3 September 2016. Six themes from combinatorial algebraic geometry were …
21 August–3 September 2016. Six themes from combinatorial algebraic geometry were …
The multidegree of the multi-image variety
The multi-image variety is a subvariety of Gr (1, ℙ 3) n Gr\nolimits (1, P^ 3)^ n that
parametrizes all of the possible images that can be taken by n fixed cameras. We compute …
parametrizes all of the possible images that can be taken by n fixed cameras. We compute …
Changing views on curves and surfaces
Visual events in computer vision are studied from the perspective of algebraic geometry.
Given a sufficiently general curve or surface in 3-space, we consider the image or contour …
Given a sufficiently general curve or surface in 3-space, we consider the image or contour …
Linear systems on irreducible holomorphic symplectic manifolds
S Novario - 2021 - theses.hal.science
In this thesis we study some complete linear systems associated to divisors of Hilbert
schemes of 2 points on complex projective K3 surfaces with Picard group of rank 1, together …
schemes of 2 points on complex projective K3 surfaces with Picard group of rank 1, together …
On the number of flats tangent to convex hypersurfaces in random position
K Kozhasov, A Lerario - Discrete & Computational Geometry, 2020 - Springer
Motivated by questions in real enumerative geometry (Borcea et al., in Discrete Comput
Geom 35 (2): 287–300, 2006; Bürgisser and Lerario, in J Reine Angew Math, https://doi …
Geom 35 (2): 287–300, 2006; Bürgisser and Lerario, in J Reine Angew Math, https://doi …
Isotropic and coisotropic subvarieties of Grassmannians
K Kohn, JC Mathews Jr - Advances in Mathematics, 2021 - Elsevier
We generalize the notion of coisotropic hypersurfaces to subvarieties of Grassmannians
having arbitrary codimension. To every projective variety X, Gel'fand, Kapranov and …
having arbitrary codimension. To every projective variety X, Gel'fand, Kapranov and …
Normalization of the congruence of bitangents to a hypersurface in P3
H Kim, Y Lee - Journal of Pure and Applied Algebra, 2023 - Elsevier
A surface in the Grassmannian Gr (2, 4) is called a congruence. In this paper, we consider
the normalization of the congruence of bitangents to a hypersurface in P 3. We call it the …
the normalization of the congruence of bitangents to a hypersurface in P 3. We call it the …
The Convex Hull of Two Circles in
We describe convex hulls of the simplest compact space curves, reducible quartics
consisting of two circles. When the circles do not meet in complex projective space, their …
consisting of two circles. When the circles do not meet in complex projective space, their …