Martina Iannacito

Publications

Pré-publication, Document de travail (1)

A Practical Mode-parallel Implementation of the (H-)Tucker Decomposition via Randomization Martina Iannacito,Sascha Portaro,Davide Palitta,Claudio Arlandini,Domitilla Brandoni 2026 Pré-publication, Document de travail hal-05564181v1

Article dans une revue (5)

On some orthogonalization schemes in Tensor Train format Olivier Coulaud,Luc Giraud,Martina Iannacito BIT Numerical Mathematics, 2025, 65 (45), ⟨10.1007/s10543-025-01086-5⟩ Article dans une revue hal-05343109v1
A note on TT-GMRES for the solution of parametric linear systems Olivier Coulaud,Luc Giraud,Martina Iannacito Electronic Transactions on Numerical Analysis, 2025, 62, pp.163-187. ⟨10.1553/etna_vol62s163⟩ Article dans une revue hal-04986230v1
A Subspace-Conjugate Gradient Method for Linear Matrix Equations Davide Palitta,Martina Iannacito,Valeria Simoncini SIAM Journal on Matrix Analysis and Applications, 2025, 46 (4), pp.2197-2225. ⟨10.1137/25M1723402⟩ Article dans une revue hal-05343114v1
rasterdiv-An Information Theory tailored R package for measuring ecosystem heterogeneity from space: To the origin and back Duccio Rocchini,Elisa Thouverai,Matteo Marcantonio,Martina Iannacito,Daniele da Reet al. Methods in Ecology and Evolution, 2021, 12 (6), pp.1093-1102. ⟨10.1111/2041-210X.13583⟩ Article dans une revue hal-03244722v1
High Order Singular Value Decomposition for Plant Biodiversity Estimation Alessandra Bernardi,Martina Iannacito,Duccio Rocchini Bollettino dell'Unione Matematica Italiana, 2021, ⟨10.1007/s40574-021-00300-w⟩ Article dans une revue hal-02385304v1

Rapport (5)

Solving eigenvalue problems in high dimensions using contour integration and Tensor Train format Olivier Coulaud,Luc Giraud,Martina Iannacito,Mohammad Issa RR-9586, Inria. 2025, pp.19 Rapport hal-05017425v3
A robust GMRES algorithm in Tensor Train format Olivier Coulaud,Luc Giraud,Martina Iannacito [Research Report] RR-9484, Inria; Alma Mater Studiorum – Università di Bologna. 2022, pp.1-48 Rapport (rapport de recherche) hal-03776529v4
On some orthogonalization schemes in Tensor Train format Olivier Coulaud,Luc Giraud,Martina Iannacito RR-9491, Inria Bordeaux - Sud-Ouest. 2022 Rapport hal-03850387v3
The backward stable variants of GMRES in variable accuracy Emmanuel Agullo,Olivier Coulaud,Luc Giraud,Martina Iannacito,Gilles Maraitet al. [Research Report] RR-9483, Inria. 2022, pp.1-77 Rapport hal-03776837v3
Extension of Correspondence Analysis to multiway data-sets through High Order SVD: a geometric framework Olivier Coulaud,Alain Franc,Martina Iannacito [Research Report] RR-9429, Inria Bordeaux - Sud-Ouest; Inrae. 2021 Rapport (rapport de recherche) hal-03418404v1

Autre publication scientifique (1)

A practical, fully parallel implementation of the (H-)Tucker decomposition via randomization Martina Iannacito,Sascha Portaro,Daivde Palitta 2025 Autre publication scientifique hal-05433998v1

Communication dans un congrès (7)

A subspace-conjugate gradient method for linear matrix equations Martina Iannacito,Daivde Palitta,Valeria Simoncini INdAM Workshop: Low-rank Structures and Numerical Methods in Matrix and Tensor Computations, Michele Benzi, Beatrice Meini, Valeria Simoncini, Fabio Durastante, Cecilia Pagliantini, Davide Palitta, Aug 2025, Cortona, Italy Communication dans un congrès hal-05250794v1
A journey through some numerical linear algebra algorithms with variable accuracy storage Luc Giraud,Emmanuel Agullo,Olivier Coulaud,Martina Iannacito,Mohammad Issaet al. CAS-ANLA 2025 - The Chinese Academy of Sciences Workshop on Approximate computing in Numerical Linear Algebra, Apr 2025, Beijing, China Communication dans un congrès hal-05049142v1
Orthogonalization schemes in tensor train format Martina Iannacito,Olivier Coulaud,Luc Giraud SIAM Conference on Applied Linear Algebra (LA24), Laura Grigori; Daniel Kressner, May 2024, Paris, France Communication dans un congrès hal-04587668v1
Orthogonalization schemes in tensor train format Martina Iannacito,Olivier Coulaud,Luc Giraud The 29th Biennial Conference on Numerical Analysis 2023, Jun 2023, Glasgow, United Kingdom Communication dans un congrès hal-04394115v1
Orthogonalization schemes in tensor train format Martina Iannacito,Olivier Coulaud,Luc Giraud AG 2023 - SIAM Conference on Applied Algebraic Geometry, Jul 2023, Eindhoven / Hybrid, Netherlands Communication dans un congrès hal-04394130v1
GMRES in variable accuracy: a case study in low rank tensor linear systems Martina Iannacito,Emmanuel Agullo,Olivier Coulaud,Luc Giraud,Gilles Maraitet al. GAMM - Workshop on Applied and Numerical Linear Algebra 2022, Erin Carson; Iveta Hnětynková; Stefano Pozza; Petr Tichý; Miroslav Tůma, Sep 2022, Prague, Czech Republic Communication dans un congrès hal-03826879v2
Extension of Correspondence Analysis to multiway data-sets through HOSVD: a geometric framework Martina Iannacito,Olivier Coulaud,Alain Franc MDS 2022 - SIAM Conference on Mathematics of Data Science, Sep 2022, San Diego / Hybrid, United States Communication dans un congrès hal-03826894v1

Thèse (1)

Numerical linear algebra and data analysis in large dimensions using tensor format Martina Iannacito Numerical Analysis [cs.NA]. Université de Bordeaux, 2022. English. ⟨NNT : 2022BORD0377⟩ Thèse tel-03952711v1