Andrés E. Tomás

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Gram Schmidt Orthogonalization

Singular Value Decomposition

Top Venues

J. Supercomput.

J. Syst. Archit.

Concurr. Comput. Pract. Exp.

Publications

Andrés E. Tomás, Enrique S. Quintana-Ortí, Hartwig Anzt
Fast Truncated SVD of Sparse and Dense Matrices on Graphics Processors. CoRR (2024)
Manuel F. Dolz, Sergio Barrachina, Héctor Martínez, Adrián Castelló, Antonio-Manuel Vidal-Maciá, Germán Fabregat, Andrés E. Tomás
Performance-energy trade-offs of deep learning convolution algorithms on ARM processors. J. Supercomput. 79 (9) (2023)
José Ignacio Aliaga, Hartwig Anzt, Enrique S. Quintana-Ortí, Andrés E. Tomás
Sparse matrix-vector and matrix-multivector products for the truncated SVD on graphics processors. Concurr. Comput. Pract. Exp. 35 (28) (2023)
Andrés E. Tomás, Enrique S. Quintana-Ortí, Hartwig Anzt
Fast truncated SVD of sparse and dense matrices on graphics processors. Int. J. High Perform. Comput. Appl. 37 (3-4) (2023)
José Ignacio Aliaga, Hartwig Anzt, Thomas Grützmacher, Enrique S. Quintana-Ortí, Andrés E. Tomás
Compressed basis GMRES on high-performance graphics processing units. Int. J. High Perform. Comput. Appl. 37 (2) (2023)
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Tze Meng Low, Héctor Martínez, Enrique S. Quintana-Ortí, Upasana Sridhar, Andrés E. Tomás
Reformulating the direct convolution for high-performance deep learning inference on ARM processors. J. Syst. Archit. 135 (2023)
Andrés E. Tomás, Enrique S. Quintana-Ortí
Tall-and-Skinny QR Factorization for Clusters of GPUs Using High-Performance Building Blocks. Euro-Par Workshops (1) (2023)
José Ignacio Aliaga, Hartwig Anzt, Thomas Grützmacher, Enrique S. Quintana-Ortí, Andrés E. Tomás
Compression and load balancing for efficient sparse matrix-vector product on multicore processors and graphics processing units. Concurr. Comput. Pract. Exp. 34 (14) (2022)
Adrián Castelló, Sergio Barrachina, Manuel F. Dolz, Enrique S. Quintana-Ortí, Pau San Juan, Andrés E. Tomás
High performance and energy efficient inference for deep learning on multicore ARM processors using general optimization techniques and BLIS. J. Syst. Archit. 125 (2022)
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Andrés E. Tomás
BestOf: an online implementation selector for the training and inference of deep neural networks. J. Supercomput. 78 (16) (2022)
José Ignacio Aliaga, Hartwig Anzt, Enrique S. Quintana-Ortí, Andrés E. Tomás, Yuhsiang M. Tsai
Balanced and Compressed Coordinate Layout for the Sparse Matrix-Vector Product on GPUs. Euro-Par Workshops (2020)
Andrés E. Tomás, Enrique S. Quintana-Ortí
Tall-and-skinny QR factorization with approximate Householder reflectors on graphics processors. J. Supercomput. 76 (11) (2020)
José Ignacio Aliaga, Hartwig Anzt, Thomas Grützmacher, Enrique S. Quintana-Ortí, Andrés E. Tomás
Compressed Basis GMRES on High Performance GPUs. CoRR (2020)
Goran Flegar, Florian Scheidegger, Vedran Novakovic, Giovanni Mariani, Andrés E. Tomás, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí
FloatX: A C++ Library for Customized Floating-Point Arithmetic. ACM Trans. Math. Softw. 45 (4) (2019)
Rafael Rodríguez-Sánchez, Sandra Catalán, José R. Herrero, Enrique S. Quintana-Ortí, Andrés E. Tomás
Look-ahead in the two-sided reduction to compact band forms for symmetric eigenvalue problems and the SVD. Numer. Algorithms 80 (2) (2019)
Andrés E. Tomás, Rafael Rodríguez-Sánchez, Sandra Catalán, Rocío Carratalá-Sáez, Enrique S. Quintana-Ortí
Dynamic look-ahead in the reduction to band form for the singular value decomposition. Parallel Comput. 81 (2019)
Andrés E. Tomás, Enrique S. Quintana-Ortí
Cholesky and Gram-Schmidt Orthogonalization for Tall-and-Skinny QR Factorizations on Graphics Processors. Euro-Par (2019)
Andrés E. Tomás, Rafael Rodríguez-Sánchez, Sandra Catalán, Enrique S. Quintana-Ortí
Reduction to Band Form for the Singular Value Decomposition on Graphics Accelerators. PMAM@PPoPP (2018)
Hartwig Anzt, Goran Flegar, Vedran Novakovic, Enrique S. Quintana-Ortí, Andrés E. Tomás
Residual Replacement in Mixed-Precision Iterative Refinement for Sparse Linear Systems. ISC Workshops (2018)
Rafael Rodríguez-Sánchez, Sandra Catalán, José R. Herrero, Enrique S. Quintana-Ortí, Andrés E. Tomás
Two-Sided Reduction to Compact Band Forms with Look-Ahead. CoRR (2017)
Hartwig Anzt, Jack J. Dongarra, Goran Flegar, Enrique S. Quintana-Ortí, Andrés E. Tomás
Variable-Size Batched Gauss-Huard for Block-Jacobi Preconditioning. ICCS (2017)