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Aleksandros Sobczyk
Aleksandros Sobczyk
IBM Research Zurich
Verified email at ceid.upatras.gr
Title
Cited by
Cited by
Year
A direct tridiagonal solver based on Givens rotations for GPU architectures
IE Venetis, A Kouris, A Sobczyk, E Gallopoulos, AH Sameh
Parallel Computing 49, 101-116, 2015
182015
A general tridiagonal solver for coprocessors: Adapting g-Spike for the Intel Xeon Phi
IE Venetis, A Sobczyk, A Kouris, A Nakos, N Nikoloutsakos, E Gallopoulos
Parallel Computing: On the Road to Exascale 27, 371, 2016
62016
Estimating leverage scores via rank revealing methods and randomization
A Sobczyk, E Gallopoulos
SIAM Journal on Matrix Analysis and Applications 42 (3), 1199-1228, 2021
22021
Revisiting the Spike-based framework for GPU banded solvers: A Givens rotation approach for tridiagonal systems in CUDA
A Kouris, A Sobczyk, IE Venetis, E Gallopoulos, A Sameh
12014
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss
A Sobczyk, M Luisier
arXiv preprint arXiv:2205.12307, 2022
2022
pylspack: Parallel algorithms and data structures for sketching, column subset selection, regression and leverage scores
A Sobczyk, E Gallopoulos
arXiv preprint arXiv:2203.02798, 2022
2022
Generating organic synthesis procedures from simplified molecular-input line-entry system reaction
L Georgopoulos, J Geluykens, AC Vaucher, P Schwaller, A Sobczyk, ...
US Patent App. 16/995,853, 2022
2022
Running multiple experiments simultaneously on an array of chemical reactors
L Georgopoulos, A Sobczyk, AC Vaucher, P Schwaller, VH Nair, ...
US Patent App. 16/995,858, 2022
2022
MULTIPLE CHEMICAL PROGRAMS FOR AN ARRAY OF CHEMICAL REACTORS WITH A SINGLE ARRAY OF REACTANTS
L Georgopoulos, A Sobczyk, AC Vaucher, P Schwaller, J Geluykens, ...
US Patent App. 16/995,862, 2022
2022
Cloud-based AI-driven autonomous lab
T Laino, A Vaucher, M Manica, A Cardinale, A Castrogiovanni, A Sobczyk, ...
American Chemical Society (ACS) Fall Meeting, 2021
2021
Translating a natural language query into a formal data query
PWJ Staar, M Dolfi, C Auer, L Georgopoulos, A Sobczyk, TJ Baccaert, ...
US Patent 11,086,861, 2021
2021
Collecting training data from TeX files
PWJ Staar, M Dolfi, C Auer, A Sobczyk, K Bekas
US Patent 10,824,788, 2020
2020
Algorithms for the fast estimation of statistical leverage scores
A Sobczyk
2017
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Articles 1–13