Derandomization and absolute reconstruction for sums of powers of linear forms


Mateusz Skomra, Laboratoire d'analyse et d'architecture des systèmes, Toulouse. 2 décembre 2021 10:00 limd
Abstract:

We study the decomposition of multivariate polynomials as sums of powers of linear forms. In this talk, we focus on the following problem: given a homogeneous polynomial of degree 3 over a field, decide whether it can be written as a sum of cubes of linearly independent linear forms over an extension field. This task can be equivalently expressed as a decomposition problem for symmetric tensors of order 3. Even if the input polynomial has rational coefficients, the answer may depend on the choice of the extension field. We study the cases where the extension field is either the real or the complex numbers. Our main result is an algorithm that solves this problem in polynomial time when implemented in the bit model of computation. Furthermore, contrary to the previous algorithms for the same problem, our algorithm is algebraic and does not make any appeal to polynomial factorization. We also discuss how our algorithm can be extended to other tensor decomposition problems. This talk is based on a joint work with Pascal Koiran.