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ORCIDAlexandros Sobczyk
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2020 – today
- 2023
[i4]Aleksandros Sobczyk
, Marko Mladenovic, Mathieu Luisier:
Hermitian Pseudospectral Shattering, Cholesky, Hermitian Eigenvalues, and Density Functional Theory in Nearly Matrix Multiplication Time. CoRR abs/2311.10459 (2023)- 2022
- [j3]Aleksandros Sobczyk, Efstratios Gallopoulos:
pylspack: Parallel Algorithms and Data Structures for Sketching, Column Subset Selection, Regression, and Leverage Scores. ACM Trans. Math. Softw. 48(4): 44:1-44:27 (2022) - [c2]Aleksandros Sobczyk, Mathieu Luisier:
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss. NeurIPS 2022 - [i3]Aleksandros Sobczyk, Efstratios Gallopoulos:
pylspack: Parallel algorithms and data structures for sketching, column subset selection, regression and leverage scores. CoRR abs/2203.02798 (2022) - [i2]Aleksandros Sobczyk, Mathieu Luisier:
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss. CoRR abs/2205.12307 (2022) - 2021
- [j2]Aleksandros Sobczyk, Efstratios Gallopoulos:
Estimating Leverage Scores via Rank Revealing Methods and Randomization. SIAM J. Matrix Anal. Appl. 42(3): 1199-1228 (2021) - [i1]Aleksandros Sobczyk, Efstratios Gallopoulos:
Estimating leverage scores via rank revealing methods and randomization. CoRR abs/2105.11004 (2021)
2010 – 2019
- 2015
- [j1]Ioannis E. Venetis, Alexandros Kouris, Alexandros Sobczyk, Efstratios Gallopoulos, Ahmed H. Sameh:
A direct tridiagonal solver based on Givens rotations for GPU architectures. Parallel Comput. 49: 101-116 (2015) - [c1]Ioannis E. Venetis, Alexandros Sobczyk, Alexandros Kouris, Alexandros Nakos, Nikolaos Nikoloutsakos, Efstratios Gallopoulos:
A general tridiagonal solver for coprocessors: Adapting g-Spike for the Intel Xeon Phi. PARCO 2015: 371-380
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