High Order Singular Value Decomposition for Plant Biodiversity Estimation. - Alessandra Bernardi; Martina Iannacito; Duccio Rocchini (CoRR, 2019)

Extension of Correspondence Analysis to multiway data-sets through High Order SVD: a geometric framework. - Olivier Coulaud; Alain Franc; Martina Iannacito (CoRR, 2021)

A robust GMRES algorithm in Tensor Train format. - Olivier Coulaud; Luc Giraud; Martina Iannacito (CoRR, 2022)

On some orthogonalization schemes in Tensor Train format. - Olivier Coulaud; Luc Giraud; Martina Iannacito (CoRR, 2022)

Numerical linear algebra and data analysis in large dimensions using tensor format. (Algèbre linéaire numérique et analyse de données en grande dimensions utilisant le format tenseur). - Martina Iannacito (2022)

A subspace-conjugate gradient method for linear matrix equations. - Davide Palitta; Martina Iannacito; Valeria Simoncini (CoRR, 2025)