On sparse matrix-vector product optimization. - Nahid Emad; Olfa Hamdi-Larbi; Z. Mahjoub (AICCSA, 2005)

Étude de la Distribution, sur Système à Grande Échelle, de Calcul Numérique Traitant des Matrices Creuses Compressées. (Study of the distribution on a large scale system of numerical computing processing compressed sparse matrices). - Olfa Hamdi-Larbi (2010)

SMVP Distribution Using Hypergraph Model and S-GBNZ Algorithm. - Ichrak Mehrez; Olfa Hamdi-Larbi (3PGCIC, 2013)

Towards an auto-tuning system design for optimal sparse compression format selection with user expertise. - Ichrak Mehrez; Olfa Hamdi-Larbi; Thomas Dufaud; Nahid Emad (AICCSA, 2016)

Towards Efficient Algorithms for Compressed Sparse-Sparse Matrix Product. - Sana Ezouaoui; Olfa Hamdi-Larbi; Zaher Mahjoub (HPCS, 2017)

High Performance Recursive Matrix Inversion for Multicore Architectures. - Ryma Mahfoudhi; Sami Achour; Olfa Hamdi-Larbi; Zaher Mahjoub (HPCS, 2017)

Understanding the Performances of Sparse Compression Formats Using Data Parallel Programming Model. - Ichrak Mehrez; Olfa Hamdi-Larbi; Thomas Dufaud; Nahid Emad (HPCS, 2017)

Machine Learning for Optimal Compression Format Prediction on Multiprocessor Platform. - Ichrak Mehrez; Olfa Hamdi-Larbi; Thomas Dufaud; Nahid Emad (HPCS, 2018)

An Efficient Parallelization Model for Sparse Non-negative Matrix Factorization Using cuSPARSE Library on Multi-GPU Platform. - Hatem Moumni; Olfa Hamdi-Larbi (ICA3PP (2), 2021)

Machine Learning to Design an Auto-tuning System for the Best Compressed Format Detection for Parallel Sparse Computations. - Olfa Hamdi-Larbi; Ichrak Mehrez; Thomas Dufaud (Parallel Process. Lett., 2021)

Optimization of Sparse Distributed Computations. - Olfa Hamdi-Larbi (Int. J. Grid High Perform. Comput., 2022)