2 code implementations • 5 Oct 2023 • Mohamad Jouni, Mauro Dalla Mura, Lucas Drumetz, Pierre Comon
Matrix models become insufficient when the hyperspectral image (HSI) is represented as a high-order tensor with additional features in a multimodal, multifeature framework.
no code implementations • 8 Oct 2021 • Sara Elbouch, Olivier Michel, Pierre Comon
Extensive literature exists on how to test for normality, especially for identically and independently distributed (i. i. d) processes.
no code implementations • 2 Aug 2021 • José Henrique de Morais Goulart, Romain Couillet, Pierre Comon
A numerical verification provides evidence that the same holds for orders 4 and 5, leading us to conjecture that, for any order, our fixed-point equation is equivalent to the known characterization of the ML estimation performance that had been obtained by relying on spin glasses.
no code implementations • 4 Mar 2016 • Pierre Comon, Yang Qi, Konstantin Usevich
In this paper, we study a polynomial decomposition model that arises in problems of system identification, signal processing and machine learning.