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ORCIDWissam M. Sid-Lakhdar
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2020 – today
- 2023
[j5]Piotr Luszczek
, Wissam M. Sid-Lakhdar, Jack J. Dongarra:
Combining multitask and transfer learning with deep Gaussian processes for autotuning-based performance engineering. Int. J. High Perform. Comput. Appl. 37(3-4): 229-244 (2023)- [c4]Wissam M. Sid-Lakhdar, Sébastien Cayrols, Daniel Bielich, Ahmad Abdelfattah, Piotr Luszczek, Mark Gates, Stanimire Tomov, Hans Johansen, David B. Williams-Young, Timothy A. Davis, Jack J. Dongarra, Hartwig Anzt:
PAQR: Pivoting Avoiding QR factorization. IPDPS 2023: 322-332 - 2022
- [c3]Wissam M. Sid-Lakhdar, Mohsen Aznaveh, Piotr Luszczek, Jack J. Dongarra:
Deep Gaussian process with multitask and transfer learning for performance optimization. HPEC 2022: 1-7 - 2021
- [c2]Yang Liu, Wissam M. Sid-Lakhdar, Osni Marques, Xinran Zhu, Chang Meng, James Weldon Demmel, Xiaoye S. Li:
GPTune: multitask learning for autotuning exascale applications. PPoPP 2021: 234-246 - 2020
- [j4]Yang Liu, Wissam M. Sid-Lakhdar, Elizaveta Rebrova, Pieter Ghysels, Xiaoye Sherry Li:
A parallel hierarchical blocked adaptive cross approximation algorithm. Int. J. High Perform. Comput. Appl. 34(4) (2020)
2010 – 2019
- 2019
- [i1]Wissam M. Sid-Lakhdar, Mohsen Mahmoudi Aznaveh, Xiaoye S. Li, James Weldon Demmel:
Multitask and Transfer Learning for Autotuning Exascale Applications. CoRR abs/1908.05792 (2019) - 2017
- [j3]Sencer Nuri Yeralan, Timothy A. Davis, Wissam M. Sid-Lakhdar, Sanjay Ranka:
Algorithm 980: Sparse QR Factorization on the GPU. ACM Trans. Math. Softw. 44(2): 17:1-17:29 (2017) - 2016
- [j2]Timothy A. Davis, Sivasankaran Rajamanickam, Wissam M. Sid-Lakhdar:
A survey of direct methods for sparse linear systems. Acta Numer. 25: 383-566 (2016) - 2014
- [j1]Jean-Yves L'Excellent, Wissam M. Sid-Lakhdar:
A study of shared-memory parallelism in a multifrontal solver. Parallel Comput. 40(3-4): 34-46 (2014) - [c1]Patrick Amestoy, Jean-Yves L'Excellent, François-Henry Rouet, Wissam M. Sid-Lakhdar:
Modeling 1D Distributed-Memory Dense Kernels for an Asynchronous Multifrontal Sparse Solver. VECPAR 2014: 156-169
Coauthor Index
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