Thibaut Verron

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17ranked-venue papers
1as first author
10since 2021 · last 2024
0000-0003-0087-9097ORCID · verified

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Theory of computation · 17 · 1 first-author · 10 since 2021
YearPublicationVenuePosition
2024 Short proofs of ideal membership
abstract
A cofactor representation of an ideal element, that is, a representation in terms of the generators, can be considered as a certificate for ideal membership. Such a representation is typically not unique, and some can be a lot more complicated than others. In this work, we consider the problem of computing sparsest cofactor representations, i.e., representations with a minimal number of terms, of a given element in a polynomial ideal. While we focus on the more general case of noncommutative polynomials, all results also apply to the commutative setting. We show that the problem of computing cofactor representations with a bounded number of terms is decidable and NP-complete. Moreover, we provide a practical algorithm for computing sparse (not necessarily optimal) representations by translating the problem into a linear optimization problem and by exploiting properties of signature-based Gröbner basis algorithms. We show that, for a certain class of ideals, representations computed by this method are actually optimal, and we present experimental data illustrating that it can lead to noticeably sparser cofactor representations.
Clemens Hofstadler, Thibaut Verron
J. Symb. Comput.2
2024 On the computation of Gröbner bases for matrix-weighted homogeneous systems
abstract
In this paper, we examine the structure of systems that are weighted homogeneous for several systems of weights, and how it impacts the computation of Gröbner bases. We present several linear algebra algorithms for computing Gröbner bases for systems with this structure, either directly or by reducing to existing structures. We also present suitable optimization techniques. As an opening towards complexity studies, we discuss potential definitions of regularity and prove that they are generic if non-empty. Finally, we present experimental data from a prototype implementation of the algorithms in SageMath.
Thibaut Verron
J. Symb. Comput.1
2023 Signature Gröbner bases in free algebras over rings
abstract
We generalize signature Gröbner bases, previously studied in the free algebra over a field or polynomial rings over a ring, to ideals in the mixed algebra R[x1, …, xk]⟨y1, …, yn⟩ where R is a principal ideal domain. We give an algorithm for computing them, combining elements from the theory of commutative and noncommutative (signature) Gröbner bases, and prove its correctness.
Clemens Hofstadler, Thibaut Verron
ISSAC2
2023 Transcendence Certificates for D-finite Functions
abstract
Although in theory we can decide whether a given D-finite function is transcendental, transcendence proofs remain a challenge in practice. Typically, transcendence is certified by checking certain incomplete sufficient conditions. In this paper we propose an additional such condition which catches some cases on which other tests fail.
Manuel Kauers, Christoph Koutschan, Thibaut Verron
ISSAC3
2023 Universal Analytic Gröbner Bases and Tropical Geometry
abstract
A universal analytic Gröbner basis (UAGB) of an ideal of a Tate algebra is a set containing a local Gröbner basis for all suitable convergence radii. In a previous article, the authors proved the existence of finite UAGB’s for polynomial ideals, leaving open the question of how to compute them. In this paper, we provide an algorithm computing a UAGB for a given polynomial ideal, by traversing the Gröbner fan of the ideal. As an application, it offers a new point of view on algorithms for computing tropical varieties of homogeneous polynomial ideals, which typically rely on lifting the computations to an algebra of power series.
Tristan Vaccon, Thibaut Verron
ISSAC2
2022 On Polynomial Ideals and Overconvergence in Tate Algebras
abstract
In this paper, we study ideals spanned by polynomials or overconvergent series in a Tate algebra. With state-of-the-art algorithms for computing Tate Gröbner bases, even if the input is polynomials, the size of the output grows with the required precision, both in terms of the size of the coefficients and the size of the support of the series.
Xavier Caruso, Tristan Vaccon, Thibaut Verron
ISSAC3
2022 Signature Gröbner bases, bases of syzygies and cofactor reconstruction in the free algebra
abstract
Signature-based algorithms have become a standard approach for computing Gröbner bases in commutative polynomial rings. However, so far, it was not clear how to extend this concept to the setting of noncommutative polynomials in the free algebra. In this paper, we present a signature-based algorithm for computing Gröbner bases in precisely this setting. The algorithm is an adaptation of Buchberger's algorithm including signatures. We prove that our algorithm correctly enumerates a signature Gröbner basis as well as a Gröbner basis of the module generated by the leading terms of the generators' syzygies, and that it terminates whenever the ideal admits a finite signature Gröbner basis. Additionally, we adapt well-known signature-based criteria eliminating redundant reductions, such as the syzygy criterion, the F5 criterion and the singular criterion, to the case of noncommutative polynomials. We also generalise reconstruction methods from the commutative setting that allow to recover, from partial information about signatures, the coordinates of elements of a Gröbner basis in terms of the input polynomials, as well as a basis of the syzygy module of the generators. We have written a toy implementation of all the algorithms in the Mathematica package OperatorGB and we compare our signature-based algorithm to the classical Buchberger algorithm for noncommutative polynomials.
Clemens Hofstadler, Thibaut Verron
J. Symb. Comput.2
2021 On FGLM Algorithms with Tate Algebras
abstract
Tate introduced in [18] the notion of Tate algebras to serve, in the context of analytic geometry over the p-adics, as a counterpart of polynomial algebras in classical algebraic geometry. In [6,7] the formalism of Gröbner bases over Tate algebras has been introduced and advanced signature-based algorithms have been proposed. In the present article, we extend the FGLM algorithm of [8] to Tate algebras. Beyond allowing for fast change of ordering, this strategy has two other important benefits. First, it provides an efficient algorithm for changing the radii of convergence which, in particular, makes effective the bridge between the polynomial setting and the Tate setting and may help in speeding up the computation of Gröbner basis over Tate algebras. Second, it gives the foundations for designing a fast algorithm for interreduction, which could serve as a basic primitive in our previous algorithms and accelerate them significantly.
Xavier Caruso, Tristan Vaccon, Thibaut Verron
ISSAC3
2021 On Two Signature Variants of Buchberger's Algorithm over Principal Ideal Domains
abstract
Signature-based algorithms have brought large improvements in the performances of Gröbner bases algorithms for polynomial systems over fields. Furthermore, they yield additional data which can be used, for example, to compute the module of syzygies of an ideal or to compute coefficients in terms of the input generators.
Maria Francis, Thibaut Verron
ISSAC2
2021 On affine tropical F5 algorithms
Tristan Vaccon, Thibaut Verron, Kazuhiro Yokoyama
J. Symb. Comput.2
2020 Signature-based algorithms for Gröbner bases over tate algebras
abstract
Introduced by Tate in [Ta71], Tate algebras play a major role in the context of analytic geometry over the p-adics, where they act as a counterpart to the use of polynomial algebras in classical algebraic geometry. In [CVV19] the formalism of Gröbner bases over Tate algebras has been introduced and effectively implemented. One of the bottlenecks in the algorithms was the time spent on reduction, which are significantly costlier than over polynomials. In the present article, we introduce two signature-based Gröbner bases algorithms for Tate algebras, in order to avoid many reductions. They have been implemented in SageMath. We discuss their superiority based on numerical evidence.
Xavier Caruso, Tristan Vaccon, Thibaut Verron
ISSAC3
2020 Integral bases for p-recursive sequences
abstract
In an earlier paper, the notion of integrality known for algebraic number fields and fields of algebraic functions has been extended to D-finite functions. The aim of the present paper is to extend the notion to the case of P-recursive sequences. In order to do so, we formulate a general algorithm for finding all integral elements for valued vector spaces and then show that this algorithm includes not only the algebraic and the D-finite cases but also covers the case of P-recursive sequences.
Shaoshi Chen, Lixin Du, Manuel Kauers, Thibaut Verron
ISSAC4
2019 Gröbner Bases Over Tate Algebras
abstract
Tate algebras are fundamental objects in the context of analytic geometry over the p-adics. Roughly speaking, they play the same role as polynomial algebras play in classical algebraic geometry. In the present article, we develop the formalism of Gröbner bases for Tate algebras. We prove an analogue of the Buchberger criterion in our framework and design a Buchberger-like and a F4-like algorithm for computing Gröbner bases over Tate algebras. An implementation in SageMath is also discussed.
Xavier Caruso, Tristan Vaccon, Thibaut Verron
ISSAC3
2018 On Affine Tropical F5 Algorithms
abstract
Let K be a field equipped with a valuation. Tropical varieties over K can be defined with a theory of Gröbner bases taking into account the valuation of K . Because of the use of the valuation, the theory of tropical Gröbner bases has proved to provide settings for computations over polynomial rings over a p -adic field that are more stable than that of classical Gröbner bases. Beforehand, these strategies were only available for homogeneous polynomials. In this article, we extend the F5 strategy to a new definition of tropical Gröbner bases in an affine setting. We provide numerical examples to illustrate time-complexity and p -adic stability of this tropical F5 algorithm. We also illustrate its merits as a first step before an FGLM algorithm to compute (classical) lex bases over p -adics.
Tristan Vaccon, Thibaut Verron, Kazuhiro Yokoyama
ISSAC2
2016 Determinantal Sets, Singularities and Application to Optimal Control in Medical Imagery
abstract
Control theory has recently been involved in the field of nuclear magnetic resonance imagery. The goal is to control the magnetic field optimally in order to improve the contrast between two biological matters on the pictures.
Bernard Bonnard, Jean-Charles Faugère, Alain Jacquemard, Mohab Safey El Din, Thibaut Verron
ISSAC5
2016 On the complexity of computing Gröbner bases for weighted homogeneous systems
Jean-Charles Faugère, Mohab Safey El Din, Thibaut Verron
J. Symb. Comput.3
2013 On the complexity of computing gröbner bases for quasi-homogeneous systems
abstract
Let K be a field and (f1, ..., fn)\subset K[X1, ..., Xn] be a sequence of quasi-homogeneous polynomials of respective weighted degrees (d1, ..., dn) w.r.t a system of weights (w1,...,wn). Such systems are likely to arise from a lot of applications, including physics or cryptography.
Jean-Charles Faugère, Mohab Safey El Din, Thibaut Verron
ISSAC3