Learning algebraic varieties from samples

P Breiding, S Kališnik, B Sturmfels… - Revista Matemática …, 2018 - Springer
We seek to determine a real algebraic variety from a fixed finite subset of points. Existing
methods are studied and new methods are developed. Our focus lies on aspects of topology …

LMI representations of convex semialgebraic sets and determinantal representations of algebraic hypersurfaces: past, present, and future

V Vinnikov - Mathematical Methods in Systems, Optimization, and …, 2012 - Springer
Abstract 10 years ago or so Bill Helton introduced me to some mathematical problems
arising from semidefinite programming. This paper is a partial account of what was and what …

[PDF][PDF] Positive polynomials and sums of squares: Theory and practice

V Powers - Real Algebraic Geometry, 2011 - Citeseer
If a real polynomial f can be written as a sum of squares of real polynomials, then clearly f is
nonnegative on Rn, and an explicit expression of f as a sum of squares is a certificate of …

Exact algorithms for linear matrix inequalities

D Henrion, S Naldi, MS El Din - SIAM Journal on Optimization, 2016 - SIAM
Let A(x)=A_0+x_1A_1+⋯+x_nA_n be a linear matrix, or pencil, generated by given
symmetric matrices A_0,A_1,...,A_n of size m with rational entries. The set of real vectors x …

Landau singularities and higher-order polynomial roots

JL Bourjaily, C Vergu, M Von Hippel - Physical Review D, 2023 - APS
Landau's work on the singularities of Feynman diagrams suggests that they can only be of
three types: either poles, logarithmic divergences, or the roots of quadratic polynomials. On …

[HTML][HTML] Determinantal representations of hyperbolic plane curves: an elementary approach

D Plaumann, C Vinzant - Journal of Symbolic Computation, 2013 - Elsevier
In 2007, Helton and Vinnikov proved that every hyperbolic plane curve has a definite real
symmetric determinantal representation. By allowing for Hermitian matrices instead, we are …

An enriched count of the bitangents to a smooth plane quartic curve

H Larson, I Vogt - Research in the Mathematical Sciences, 2021 - Springer
Abstract Recent work of Kass–Wickelgren gives an enriched count of the 27 lines on a
smooth cubic surface over arbitrary fields. Their approach using A 1-enumerative geometry …

Quartic spectrahedra

JC Ottem, K Ranestad, B Sturmfels… - Mathematical programming, 2015 - Springer
Quartic spectrahedra in 3-space form a semialgebraic set of dimension 24. This set is
stratified by the location of the ten nodes of the corresponding real quartic surface. There are …

Rationality of real conic bundles with quartic discriminant curve

L Ji, M Ji - International Mathematics Research Notices, 2024 - academic.oup.com
We study real double covers of branched over a-divisor, which are conic bundles with
smooth quartic discriminant curve by the second projection. In each isotopy class of smooth …

Stable and real-zero polynomials in two variables

A Grinshpan, DS Kaliuzhnyi-Verbovetskyi… - … Systems and Signal …, 2016 - Springer
For every bivariate polynomial p (z_1, z_2) p (z 1, z 2) of bidegree (n_1, n_2)(n 1, n 2), with p
(0, 0)= 1 p (0, 0)= 1, which has no zeros in the open unit bidisk, we construct a determinantal …