Wissam M. Sid-Lakhdar

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 8

Top Topics

Distributed Memory

Multitask Learning

Gaussian Process

Top Venues

Int. J. High Perform. Comput. Appl.

Publications

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) (2023)
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)
Wissam M. Sid-Lakhdar, Mohsen Aznaveh, Piotr Luszczek, Jack J. Dongarra
Deep Gaussian process with multitask and transfer learning for performance optimization. HPEC (2022)
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)
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)
Wissam M. Sid-Lakhdar, Mohsen Mahmoudi Aznaveh, Xiaoye S. Li, James Weldon Demmel
Multitask and Transfer Learning for Autotuning Exascale Applications. CoRR (2019)
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) (2017)
Timothy A. Davis, Sivasankaran Rajamanickam, Wissam M. Sid-Lakhdar
A survey of direct methods for sparse linear systems. Acta Numer. 25 (2016)
Jean-Yves L'Excellent, Wissam M. Sid-Lakhdar
A study of shared-memory parallelism in a multifrontal solver. Parallel Comput. 40 (3-4) (2014)
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)