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Youcef Saad
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- affiliation: University of Minnesota, USA
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2020 – today
- 2024
[j133]Ziyuan Tang, Yousef Saad:
A rational-Chebyshev projection method for nonlinear eigenvalue problems. Numer. Linear Algebra Appl. 31(6) (2024)- [j132]Huan He, Ziyuan Tang
, Shifan Zhao, Yousef Saad, Yuanzhe Xi:
nlTGCR: A Class of Nonlinear Acceleration Procedures Based on Conjugate Residuals. SIAM J. Matrix Anal. Appl. 45(1): 712-743 (2024) - [j131]Ziyuan Tang, Tianshi Xu, Huan He, Yousef Saad, Yuanzhe Xi:
Anderson Acceleration with Truncated Gram-Schmidt. SIAM J. Matrix Anal. Appl. 45(4): 1850-1872 (2024) - [j130]Tianshi Xu, Anthony Austin, Vasileios Kalantzis, Yousef Saad:
A Parallel Algorithm for Computing Partial Spectral Factorizations of Matrix Pencils via Chebyshev Approximation. SIAM J. Sci. Comput. 46(2): S324-S351 (2024) - [i24]Ziyuan Tang, Tianshi Xu, Huan He, Yousef Saad, Yuanzhe Xi:
Anderson Acceleration with Truncated Gram-Schmidt. CoRR abs/2403.14961 (2024) - [i23]Vassilis Kalantzis, Yuanzhe Xi, Lior Horesh, Yousef Saad:
Randomized linear solvers for computational architectures with straggling workers. CoRR abs/2407.01098 (2024) - [i22]Abd-Krim Seghouane, Yousef Saad:
Joint Approximate Partial Diagonalization of Large Matrices. CoRR abs/2409.02005 (2024) - [i21]Jared Lee Aurentz, Vassilis Kalantzis, Yousef Saad:
Cucheb: A GPU implementation of the filtered Lanczos procedure. CoRR abs/2409.15053 (2024) - 2023
- [j129]Yousef Saad:
Revisiting the (block) Jacobi subspace rotation method for the symmetric eigenvalue problem. Numer. Algorithms 92(1): 917-944 (2023) - [i20]Fatemeh Panjeh Ali Beik, Yousef Saad:
On the tubular eigenvalues of third-order tensors. CoRR abs/2305.06323 (2023) - [i19]Huan He, Ziyuan Tang, Shifan Zhao, Yousef Saad, Yuanzhe Xi:
NLTGCR: A class of Nonlinear Acceleration Procedures based on Conjugate Residuals. CoRR abs/2306.00325 (2023) - [i18]Foivos Alimisis, Yousef Saad, Bart Vandereycken:
Gradient-type subspace iteration methods for the symmetric eigenvalue problem. CoRR abs/2306.10379 (2023) - 2022
- [j128]Yousef Saad:
The Origin and Development of Krylov Subspace Methods. Comput. Sci. Eng. 24(4): 28-39 (2022) - [j127]Jia Shi, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop:
A Non-perturbative Approach to Computing Seismic Normal Modes in Rotating Planets. J. Sci. Comput. 91(2): 67 (2022) - [j126]Tianshi Xu, Vassilis Kalantzis, Ruipeng Li, Yuanzhe Xi, Geoffrey Dillon, Yousef Saad:
parGeMSLR: A parallel multilevel Schur complement low-rank preconditioning and solution package for general sparse matrices. Parallel Comput. 113: 102956 (2022) - [c51]Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C. Ho, Yousef Saad:
GDA-AM: On the Effectiveness of Solving Min-Imax Optimization via Anderson Mixing. ICLR 2022 - [d1]Le Mai Weakley, Jia Shi, Scott Michael, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop:
Mars and Moon models used for the reproducibility challenge of the Student Cluster Competition at the SC19 conference. IEEE DataPort, 2022
- [i17]Tianshi Xu, Vassilis Kalantzis, Ruipeng Li, Yuanzhe Xi, Geoffrey Dillon, Yousef Saad:
parGeMSLR: A Parallel Multilevel Schur Complement Low-Rank Preconditioning and Solution Package for General Sparse Matrices. CoRR abs/2205.03224 (2022) - [i16]Huan He, Shifan Zhao, Ziyuan Tang, Joyce C. Ho, Yousef Saad, Yuanzhe Xi:
An Efficient Nonlinear Acceleration method that Exploits Symmetry of the Hessian. CoRR abs/2210.12573 (2022) - 2021
- [j125]Qingqing Zheng, Yuanzhe Xi, Yousef Saad:
A Power Schur Complement Low-Rank Correction Preconditioner for General Sparse Linear Systems. SIAM J. Matrix Anal. Appl. 42(2): 659-682 (2021) - [j124]Xin Ye, Yuanzhe Xi, Yousef Saad:
Proxy-GMRES: Preconditioning via GMRES in Polynomial Space. SIAM J. Matrix Anal. Appl. 42(3): 1248-1267 (2021) - [j123]Jia Shi, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop:
Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility. IEEE Trans. Parallel Distributed Syst. 32(11): 2609-2622 (2021) - [i15]Jie Chen, Yousef Saad, Zechen Zhang:
Graph coarsening: From scientific computing to machine learning. CoRR abs/2106.11863 (2021) - [i14]Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C. Ho, Yousef Saad:
Solve Minimax Optimization by Anderson Acceleration. CoRR abs/2110.02457 (2021) - 2020
- [j122]Tiffany Fan, David I. Shuman, Shashanka Ubaru, Yousef Saad:
Spectrum-Adapted Polynomial Approximation for Matrix Functions with Applications in Graph Signal Processing. Algorithms 13(11): 295 (2020) - [j121]Qingqing Zheng, Yuanzhe Xi, Yousef Saad:
Multicolor low-rank preconditioner for general sparse linear systems. Numer. Linear Algebra Appl. 27(4) (2020) - [j120]Xiao Liu, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop:
Solving the Three-Dimensional High-frequency Helmholtz Equation Using Contour Integration and Polynomial Preconditioning. SIAM J. Matrix Anal. Appl. 41(1): 58-82 (2020) - [p4]Yousef Saad:
Iterative methods for linear systems of equations: A brief historical journey. 75 Years of Mathematics of Computation 2020 - [i13]Qingqing Zheng, Yuanzhe Xi, Yousef Saad:
A power Schur complement Low-Rank correction preconditioner for general sparse linear systems. CoRR abs/2002.00917 (2020) - [i12]Claude Brezinski, Stefano Cipolla, Michela Redivo-Zaglia, Yousef Saad:
Shanks and Anderson-type acceleration techniques for systems of nonlinear equations. CoRR abs/2007.05716 (2020)
2010 – 2019
- 2019
- [j119]Shashanka Ubaru, Yousef Saad:
Sampling and multilevel coarsening algorithms for fast matrix approximations. Numer. Linear Algebra Appl. 26(3) (2019) - [j118]Ruipeng Li, Yuanzhe Xi, Lucas Erlandson, Yousef Saad:
The Eigenvalues Slicing Library (EVSL): Algorithms, Implementation, and Software. SIAM J. Sci. Comput. 41(4): C393-C415 (2019) - [c50]Li Fan, David I Shuman, Shashanka Ubaru, Yousef Saad:
Spectrum-adapted Polynomial Approximation for Matrix Functions. ICASSP 2019: 4933-4937 - [c49]Shashanka Ubaru, Abd-Krim Seghouane, Yousef Saad:
Find the dimension that counts: Fast dimension estimation and Krylov PCA. SDM 2019: 720-728 - [i11]Mohamed El-Guide, Agnieszka Miedlar, Yousef Saad:
A rational approximation method for solving acoustic nonlinear eigenvalue problems. CoRR abs/1906.03938 (2019) - 2018
- [j117]Jie Chen, Yousef Saad:
A posteriori error estimate for computing tr(f(A)) by using the Lanczos method. Numer. Linear Algebra Appl. 25(5) (2018) - [j116]Vassilis Kalantzis, James Kestyn, Eric Polizzi, Yousef Saad:
Domain decomposition approaches for accelerating contour integration eigenvalue solvers for symmetric eigenvalue problems. Numer. Linear Algebra Appl. 25(5) (2018) - [j115]Difeng Cai, Edmond Chow, Lucas Erlandson, Yousef Saad, Yuanzhe Xi:
SMASH: Structured matrix approximation by separation and hierarchy. Numer. Linear Algebra Appl. 25(6) (2018) - [j114]Vassilis Kalantzis, A. Cristiano I. Malossi, Costas Bekas, Alessandro Curioni, Efstratios Gallopoulos, Yousef Saad:
A scalable iterative dense linear system solver for multiple right-hand sides in data analytics. Parallel Comput. 74: 136-153 (2018) - [j113]Claude Brezinski, Michela Redivo-Zaglia, Yousef Saad:
Shanks Sequence Transformations and Anderson Acceleration. SIAM Rev. 60(3): 646-669 (2018) - [j112]Geoffrey Dillon, Vassilis Kalantzis, Yuanzhe Xi, Yousef Saad:
A Hierarchical Low Rank Schur Complement Preconditioner for Indefinite Linear Systems. SIAM J. Sci. Comput. 40(4): A2234-A2252 (2018) - [j111]Yuanzhe Xi, Ruipeng Li, Yousef Saad:
Fast Computation of Spectral Densities for Generalized Eigenvalue Problems. SIAM J. Sci. Comput. 40(4): A2749-A2773 (2018) - [j110]Vassilis Kalantzis, Yuanzhe Xi, Yousef Saad:
Beyond Automated Multilevel Substructuring: Domain Decomposition with Rational Filtering. SIAM J. Sci. Comput. 40(4): C477-C502 (2018) - [j109]Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen:
Phase Retrieval via Reweighted Amplitude Flow. IEEE Trans. Signal Process. 66(11): 2818-2833 (2018) - [c48]Jia Shi, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop:
Computing planetary interior normal modes with a highly parallel polynomial filtering eigensolver. SC 2018: 71:1-71:13 - [i10]Li Fan, David I Shuman, Shashanka Ubaru, Yousef Saad:
Spectrum-Adapted Polynomial Approximation for Matrix Functions. CoRR abs/1808.09506 (2018) - [i9]Shashanka Ubaru, Abd-Krim Seghouane, Yousef Saad:
Find the dimension that counts: Fast dimension estimation and Krylov PCA. CoRR abs/1810.03733 (2018) - 2017
- [j108]Jared Lee Aurentz, Vassilis Kalantzis, Yousef Saad:
Cucheb: A GPU implementation of the filtered Lanczos procedure. Comput. Phys. Commun. 220: 332-340 (2017) - [j107]Shashanka Ubaru, Abd-Krim Seghouane, Yousef Saad:
Improving the Incoherence of a Learned Dictionary via Rank Shrinkage. Neural Comput. 29(1): 263-285 (2017) - [j106]Shashanka Ubaru, Yousef Saad, Abd-Krim Seghouane:
Fast Estimation of Approximate Matrix Ranks Using Spectral Densities. Neural Comput. 29(5): 1317-1351 (2017) - [j105]Ruipeng Li, Yousef Saad:
Low-Rank Correction Methods for Algebraic Domain Decomposition Preconditioners. SIAM J. Matrix Anal. Appl. 38(3): 807-828 (2017) - [j104]Shashanka Ubaru, Jie Chen, Yousef Saad:
Fast Estimation of tr(f(A)) via Stochastic Lanczos Quadrature. SIAM J. Matrix Anal. Appl. 38(4): 1075-1099 (2017) - [j103]Yuanzhe Xi, Yousef Saad:
A Rational Function Preconditioner For Indefinite Sparse Linear Systems. SIAM J. Sci. Comput. 39(3) (2017) - [j102]Shashanka Ubaru, Arya Mazumdar, Yousef Saad:
Low Rank Approximation and Decomposition of Large Matrices Using Error Correcting Codes. IEEE Trans. Inf. Theory 63(9): 5544-5558 (2017) - [c47]Shashanka Ubaru, Yousef Saad:
Applications of Trace Estimation Techniques. HPCSE 2017: 19-33 - [c46]Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen:
Solving Most Systems of Random Quadratic Equations. NIPS 2017: 1867-1877 - [i8]Raphael Petegrosso, Wei Zhang, Zhuliu Li, Yousef Saad, Rui Kuang:
Low-rank Label Propagation for Semi-supervised Learning with 100 Millions Samples. CoRR abs/1702.08884 (2017) - [i7]Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen:
Solving Almost all Systems of Random Quadratic Equations. CoRR abs/1705.10407 (2017) - [i6]Shashanka Ubaru, Yousef Saad:
Sampling and multilevel coarsening algorithms for fast matrix approximations. CoRR abs/1711.00439 (2017) - 2016
- [j101]Edoardo Di Napoli, Eric Polizzi, Yousef Saad:
Efficient estimation of eigenvalue counts in an interval. Numer. Linear Algebra Appl. 23(4): 674-692 (2016) - [j100]Ruipeng Li, Yuanzhe Xi, Yousef Saad:
Schur complement-based domain decomposition preconditioners with low-rank corrections. Numer. Linear Algebra Appl. 23(4): 706-729 (2016) - [j99]Yousef Saad:
Analysis of Subspace Iteration for Eigenvalue Problems with Evolving Matrices. SIAM J. Matrix Anal. Appl. 37(1): 103-122 (2016) - [j98]Yuanzhe Xi, Ruipeng Li, Yousef Saad:
An Algebraic Multilevel Preconditioner with Low-Rank Corrections for Sparse Symmetric Matrices. SIAM J. Matrix Anal. Appl. 37(1): 235-259 (2016) - [j97]Lin Lin, Yousef Saad, Chao Yang:
Approximating Spectral Densities of Large Matrices. SIAM Rev. 58(1): 34-65 (2016) - [j96]Ruipeng Li, Yuanzhe Xi, Eugene Vecharynski, Chao Yang, Yousef Saad:
A Thick-Restart Lanczos Algorithm with Polynomial Filtering for Hermitian Eigenvalue Problems. SIAM J. Sci. Comput. 38(4) (2016) - [j95]Yuanzhe Xi, Yousef Saad:
Computing Partial Spectra with Least-Squares Rational Filters. SIAM J. Sci. Comput. 38(5) (2016) - [c45]Shashanka Ubaru, Yousef Saad:
Fast methods for estimating the Numerical rank of large matrices. ICML 2016: 468-477 - [c44]James Kestyn, Vasileios Kalantzis, Eric Polizzi, Yousef Saad:
PFEAST: a high performance sparse eigenvalue solver using distributed-memory linear solvers. SC 2016: 178-189 - [i5]Shashanka Ubaru, Yousef Saad, Abd-Krim Seghouane:
Fast estimation of approximate matrix ranks using spectral densities. CoRR abs/1608.05754 (2016) - 2015
- [j94]Pablo Salas, Luc Giraud, Yousef Saad, Stéphane Moreau:
Spectral recycling strategies for the solution of nonlinear eigenproblems in thermoacoustics. Numer. Linear Algebra Appl. 22(6): 1039-1058 (2015) - [j93]Daniel Osei-Kuffuor, Ruipeng Li, Yousef Saad:
Matrix Reordering Using Multilevel Graph Coarsening for ILU Preconditioning. SIAM J. Sci. Comput. 37(1) (2015) - [c43]Shashanka Ubaru, Arya Mazumdar, Yousef Saad:
Low Rank Approximation using Error Correcting Coding Matrices. ICML 2015: 702-710 - [i4]Ruipeng Li, Yuanzhe Xi, Yousef Saad:
Schur Complement based domain decomposition preconditioners with Low-rank corrections. CoRR abs/1505.04340 (2015) - [i3]Ruipeng Li, Yousef Saad:
Low-rank correction methods for algebraic domain decomposition preconditioners. CoRR abs/1505.04341 (2015) - [i2]Shashanka Ubaru, Arya Mazumdar, Yousef Saad:
Low rank approximation and decomposition of large matrices using error correcting codes. CoRR abs/1512.09156 (2015) - 2014
- [j92]Yunkai Zhou, James R. Chelikowsky, Yousef Saad:
Chebyshev-filtered subspace iteration method free of sparse diagonalization for solving the Kohn-Sham equation. J. Comput. Phys. 274: 770-782 (2014) - [j91]Abd-Krim Seghouane, Yousef Saad:
Prewhitening High-Dimensional fMRI Data Sets Without Eigendecomposition. Neural Comput. 26(5): 907-919 (2014) - [j90]Costas Bekas, Ananth Grama, Yousef Saad, Olaf Schenk:
Parallel matrix algorithms. Parallel Comput. 40(7): 159-160 (2014) - [j89]Eugene Vecharynski, Yousef Saad:
Fast Updating Algorithms for Latent Semantic Indexing. SIAM J. Matrix Anal. Appl. 35(3): 1105-1131 (2014) - [j88]Eugene Vecharynski, Yousef Saad, Masha Sosonkina:
Graph Partitioning Using Matrix Values for Preconditioning Symmetric Positive Definite Systems. SIAM J. Sci. Comput. 36(1) (2014) - [j87]Edmond Chow, Yousef Saad:
Preconditioned Krylov Subspace Methods for Sampling Multivariate Gaussian Distributions. SIAM J. Sci. Comput. 36(2) (2014) - 2013
- [j86]Ruipeng Li, Yousef Saad:
Divide and Conquer Low-Rank Preconditioners for Symmetric Matrices. SIAM J. Sci. Comput. 35(4) (2013) - [j85]Ruipeng Li, Yousef Saad:
GPU-accelerated preconditioned iterative linear solvers. J. Supercomput. 63(2): 443-466 (2013) - [i1]Edoardo Di Napoli, Eric Polizzi, Yousef Saad:
Efficient estimation of eigenvalue counts in an interval. CoRR abs/1308.4275 (2013) - 2012
- [j84]Grady Schofield, James R. Chelikowsky, Yousef Saad:
A spectrum slicing method for the Kohn-Sham problem. Comput. Phys. Commun. 183(3): 497-505 (2012) - [j83]Jok Man Tang, Yousef Saad:
A probing method for computing the diagonal of a matrix inverse. Numer. Linear Algebra Appl. 19(3): 485-501 (2012) - [j82]Thanh T. Ngo, Mohammed Bellalij, Yousef Saad:
The Trace Ratio Optimization Problem. SIAM Rev. 54(3): 545-569 (2012) - [j81]Scott P. MacLachlan, Daniel Osei-Kuffuor, Yousef Saad:
Modification and Compensation Strategies for Threshold-based Incomplete Factorizations. SIAM J. Sci. Comput. 34(1) (2012) - [j80]Haw-ren Fang, Yousef Saad:
A Filtered Lanczos Procedure for Extreme and Interior Eigenvalue Problems. SIAM J. Sci. Comput. 34(4) (2012) - [j79]Jie Chen, Yousef Saad:
Dense Subgraph Extraction with Application to Community Detection. IEEE Trans. Knowl. Data Eng. 24(7): 1216-1230 (2012) - [c42]Thanh T. Ngo, Yousef Saad:
Scaled Gradients on Grassmann Manifolds for Matrix Completion. NIPS 2012: 1421-1429 - [c41]Grady Schofield, Yousef Saad, James R. Chelikowsky:
Quantum algorithms for predicting the properties of complex materials. XSEDE 2012: 24:1-24:8 - [p3]Kyle A. Gallivan, Efstratios Gallopoulos, Ananth Grama, Bernard Philippe, Eric Polizzi, Yousef Saad, Faisal Saied, Danny C. Sorensen:
Parallel Numerical Computing from Illiac IV to Exascale - The Contributions of Ahmed H. Sameh. High-Performance Scientific Computing 2012: 1-44 - 2011
- [j78]Roger B. Sidje, Yousef Saad:
Rational approximation to the Fermi-Dirac function with applications in density functional theory. Numer. Algorithms 56(3): 455-479 (2011) - [j77]Effrosini Kokiopoulou, Jie Chen, Yousef Saad:
Trace optimization and eigenproblems in dimension reduction methods. Numer. Linear Algebra Appl. 18(3): 565-602 (2011) - [j76]Peter Arbenz, Yousef Saad, Ahmed H. Sameh, Olaf Schenk:
Special issue on Parallel Matrix Algorithms and Applications (PMAA'10). Parallel Comput. 37(12): 731-732 (2011) - [j75]Jie Chen, Mihai Anitescu, Yousef Saad:
Computing f(A)b via Least Squares Polynomial Approximations. SIAM J. Sci. Comput. 33(1): 195-222 (2011) - [j74]Jok Man Tang, Yousef Saad:
Domain-Decomposition-Type Methods for Computing the Diagonal of a Matrix Inverse. SIAM J. Sci. Comput. 33(5): 2823-2847 (2011) - 2010
- [j73]Caterina Calgaro, Jean-Paul Chehab, Yousef Saad:
Incremental incomplete LU factorizations with applications. Numer. Linear Algebra Appl. 17(5): 811-837 (2010) - [j72]Constantine Bekas, Pasqua D'Ambra, Ananth Grama, Yousef Saad, Petko Yanev:
Special issue on Parallel Matrix Algorithms and Applications. Parallel Comput. 36(5-6): 213-214 (2010) - [j71]Thanh T. Ngo, Mohammed Bellalij, Yousef Saad:
The Trace Ratio Optimization Problem for Dimensionality Reduction. SIAM J. Matrix Anal. Appl. 31(5): 2950-2971 (2010) - [j70]Mohammed Bellalij, Yousef Saad, Hassane Sadok:
Further Analysis of the Arnoldi Process for Eigenvalue Problems. SIAM J. Numer. Anal. 48(2): 393-407 (2010) - [j69]Yousef Saad, James R. Chelikowsky, Suzanne M. Shontz:
Numerical Methods for Electronic Structure Calculations of Materials. SIAM Rev. 52(1): 3-54 (2010) - [c40]Haw-ren Fang, Sophia Sakellaridi, Yousef Saad:
Multilevel manifold learning with application to spectral clustering. CIKM 2010: 419-428 - [c39]Haw-ren Fang, Yousef Saad:
Hypergraph-based multilevel matrix approximation for text information retrieval. CIKM 2010: 1597-1600
2000 – 2009
- 2009
- [j68]Jie Chen, Haw-ren Fang, Yousef Saad:
Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection. J. Mach. Learn. Res. 10: 1989-2012 (2009) - [j67]Haw-ren Fang, Yousef Saad:
Two classes of multisecant methods for nonlinear acceleration. Numer. Linear Algebra Appl. 16(3): 197-221 (2009) - [j66]Effrosini Kokiopoulou, Yousef Saad:
Enhanced graph-based dimensionality reduction with repulsion Laplaceans. Pattern Recognit. 42(11): 2392-2402 (2009) - [j65]Jie Chen, Yousef Saad:
Lanczos Vectors versus Singular Vectors for Effective Dimension Reduction. IEEE Trans. Knowl. Data Eng. 21(8): 1091-1103 (2009) - [c38]Jie Chen, Yousef Saad:
Divide and Conquer Strategies for Effective Information Retrieval. SDM 2009: 449-460 - 2008
- [j64]Yunkai Zhou, Yousef Saad:
Block Krylov-Schur method for large symmetric eigenvalue problems. Numer. Algorithms 47(4): 341-359 (2008) - [j63]Constantine Bekas, Effrosini Kokiopoulou, Yousef Saad:
Computation of Large Invariant Subspaces Using Polynomial Filtered Lanczos Iterations with Applications in Density Functional Theory. SIAM J. Matrix Anal. Appl. 30(1): 397-418 (2008) - [j62]Jie Chen, Yousef Saad:
On the Tensor SVD and the Optimal Low Rank Orthogonal Approximation of Tensors. SIAM J. Matrix Anal. Appl. 30(4): 1709-1734 (2008) - [c37]Sophia Sakellaridi, Haw-ren Fang, Yousef Saad:
Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing. ICMLA 2008: 194-200 - [c36]Haw-ren Fang, Yousef Saad:
Farthest Centroids Divisive Clustering. ICMLA 2008: 232-238 - 2007
- [j61]J. Jones, Masha Sosonkina, Yousef Saad:
Component-based iterative methods for sparse linear systems. Concurr. Comput. Pract. Exp. 19(5): 625-635 (2007) - [j60]James R. Chelikowsky, Murilo L. Tiago, Yousef Saad, Yunkai Zhou:
Algorithms for the evolution of electronic properties in nanocrystals. Comput. Phys. Commun. 177(1-2): 1-5 (2007) - [j59]M. M. G. Alemany, Manish Jain, Murilo L. Tiago, Yunkai Zhou, Yousef Saad, James R. Chelikowsky:
Efficient first-principles calculations of the electronic structure of periodic systems. Comput. Phys. Commun. 177(4): 339-347 (2007) - [j58]Milos Ilic, Ian W. Turner, Yousef Saad:
Linear system solution by null-space approximation and projection (SNAP). Numer. Linear Algebra Appl. 14(1): 61-82 (2007) - [j57]Effrosini Kokiopoulou, Yousef Saad:
Orthogonal Neighborhood Preserving Projections: A Projection-Based Dimensionality Reduction Technique. IEEE Trans. Pattern Anal. Mach. Intell. 29(12): 2143-2156 (2007) - [j56]Yunkai Zhou, Yousef Saad:
A Chebyshev-Davidson Algorithm for Large Symmetric Eigenproblems. SIAM J. Matrix Anal. Appl. 29(3): 954-971 (2007) - [j55]Scott P. MacLachlan, Yousef Saad:
A Greedy Strategy for Coarse-Grid Selection. SIAM J. Sci. Comput. 29(5): 1825-1853 (2007) - [j54]Scott P. MacLachlan, Yousef Saad:
Greedy Coarsening Strategies for Nonsymmetric Problems. SIAM J. Sci. Comput. 29(5): 2115-2143 (2007) - [c35]Bernard N. Sheehan, Yousef Saad:
Higher Order Orthogonal Iteration of Tensors (HOOI) and its Relation to PCA and GLRAM. SDM 2007: 355-365 - 2006
- [j53]Yunkai Zhou, Yousef Saad, Murilo L. Tiago, James R. Chelikowsky:
Self-consistent-field calculations using Chebyshev-filtered subspace iteration. J. Comput. Phys. 219(1): 172-184 (2006) - [j52]Na Li, Yousef Saad:
MIQR: A Multilevel Incomplete QR Preconditioner for Large Sparse Least-Squares Problems. SIAM J. Matrix Anal. Appl. 28(2): 524-550 (2006) - [j51]Yousef Saad:
Filtered Conjugate Residual-type Algorithms with Applications. SIAM J. Matrix Anal. Appl. 28(3): 845-870 (2006) - [j50]Matthias Bollhöfer, Yousef Saad:
Multilevel Preconditioners Constructed From Inverse-Based ILUs. SIAM J. Sci. Comput. 27(5): 1627-1650 (2006) - [j49]Zhongze Li, Yousef Saad:
SchurRAS: A Restricted Version of the Overlapping Schur Complement Preconditioner. SIAM J. Sci. Comput. 27(5): 1787-1801 (2006) - [j48]Pascal Hénon, Yousef Saad:
A Parallel Multistage ILU Factorization Based on a Hierarchical Graph Decomposition. SIAM J. Sci. Comput. 28(6): 2266-2293 (2006) - [c34]Michel Cosnard, Hans-Joachim Bungartz, Efstratios Gallopoulos, Yousef Saad:
Topic 10: Parallel Numerical Algorithms. Euro-Par 2006: 677-678 - 2005
- [j47]Emmanuel Lorin de la Grandmaison, Shivaraju Gowda, Yousef Saad, Murilo L. Tiago, James R. Chelikowsky:
Efficient computation of the coupling matrix in time-dependent density functional theory. Comput. Phys. Commun. 167(1): 7-22 (2005) - [j46]Constantine Bekas, Yousef Saad, Murilo L. Tiago, James R. Chelikowsky:
Computing charge densities with partially reorthogonalized Lanczos. Comput. Phys. Commun. 171(3): 175-186 (2005) - [j45]Constantine Bekas, Yousef Saad:
Computation of Smallest Eigenvalues using Spectral Schur Complements. SIAM J. Sci. Comput. 27(2): 458-481 (2005) - [j44]Yousef Saad:
Multilevel ILU With Reorderings for Diagonal Dominance. SIAM J. Sci. Comput. 27(3): 1032-1057 (2005) - [c33]Effrosini Kokiopoulou, Yousef Saad:
Orthogonal Neighborhood Preserving Projections. ICDM 2005: 234-241 - [c32]Effrosini Kokiopoulou, Yousef Saad:
Face recognition using OPRA-faces. ICMLA 2005 - [c31]Effrosini Kokiopoulou, Yousef Saad:
PCA without eigenvalue calculations: a case study on face recognition. SDM 2005: 511-515 - 2004
- [j43]Masha Sosonkina, Yousef Saad, Xing Cai:
Using the parallel algebraic recursive multilevel solver in modern physical applications. Future Gener. Comput. Syst. 20(3): 489-500 (2004) - [j42]Riyad Kechroud, Azzeddine Soulaïmani, Yousef Saad, Shivaraju Gowda:
Preconditioning techniques for the solution of the Helmholtz equation by the finite element method. Math. Comput. Simul. 65(4-5): 303-321 (2004) - [c30]Pascal Hénon, François Pellegrini, Pierre Ramet, Jean Roman, Yousef Saad:
Applying Parallel Direct Solver Techniques to Build Robust High Performance Preconditioners. PARA 2004: 611-619 - [c29]Effrosini Kokiopoulou, Yousef Saad:
Polynomial filtering in latent semantic indexing for information retrieval. SIGIR 2004: 104-111 - 2003
- [b2]Yousef Saad:
Iterative methods for sparse linear systems. SIAM 2003, ISBN 978-0-89871-534-7, pp. I-XVIII, 1-528 - [j41]Leigh Little, Yousef Saad:
Block Preconditioners for Saddle Point Problems. Numer. Algorithms 33(1-4): 367-379 (2003) - [j40]Zhongze Li, Yousef Saad, Masha Sosonkina:
pARMS: a parallel version of the algebraic recursive multilevel solver. Numer. Linear Algebra Appl. 10(5-6): 485-509 (2003) - [j39]Peter Arbenz, Efstratios Gallopoulos, Bernard Philippe, Yousef Saad:
Parallel Matrix Algorithms and Applications (PMAA '02). Parallel Comput. 29(9): 1117-1119 (2003) - [j38]Yousef Saad:
Finding Exact and Approximate Block Structures for ILU Preconditioning. SIAM J. Sci. Comput. 24(4): 1107-1123 (2003) - [j37]Na Li, Yousef Saad, Edmond Chow:
Crout Versions of ILU for General Sparse Matrices. SIAM J. Sci. Comput. 25(2): 716-728 (2003) - [j36]Leigh Little, Yousef Saad, Laurent Smoch:
Block LU Preconditioners for Symmetric and Nonsymmetric Saddle Point Problems. SIAM J. Sci. Comput. 25(2): 729-748 (2003) - [c28]Riyad Kechroud, Azzeddine Soulaïmani, Yousef Saad:
Preconditionning Techniques for the Solution of the Helmholtz Equation by the Finite Element Method. ICCSA (2) 2003: 847-858 - 2002
- [j35]Yousef Saad, Brian J. Suchomel:
ARMS: an algebraic recursive multilevel solver for general sparse linear systems. Numer. Linear Algebra Appl. 9(5): 359-378 (2002) - [j34]Matthias Bollhöfer, Yousef Saad:
A Factored Approximate Inverse Preconditioner with Pivoting. SIAM J. Matrix Anal. Appl. 23(3): 692-705 (2002) - [j33]Matthias Bollhöfer, Yousef Saad:
On the Relations between ILUs and Factored Approximate Inverses. SIAM J. Matrix Anal. Appl. 24(1): 219-237 (2002) - [c27]Xing Cai, Yousef Saad, Masha Sosonkina:
Parallel Iterative Methods in Modern Physical Applications. International Conference on Computational Science (2) 2002: 345-354 - 2001
- [c26]Yousef Saad, Masha Sosonkina:
pARMS: A Package for Solving General Sparse Linear Systems on Parallel Computers. PPAM 2001: 446-457 - [c25]Zhongze Li, Yousef Saad, Masha Sosonkina:
Parallelism in algebraic recursive solvers. PP 2001 - 2000
- [j32]Andreas Stathopoulos, Serdar Ögüt, Yousef Saad, James R. Chelikowsky, Hanchul Kim:
Parallel methods and tools for predicting material properties. Comput. Sci. Eng. 2(4): 19-32 (2000) - [j31]Yousef Saad:
Further analysis of minimum residual iterations. Numer. Linear Algebra Appl. 7(2): 67-93 (2000) - [j30]Yousef Saad:
Editorial. Numer. Linear Algebra Appl. 7(7-8): 489-490 (2000) - [j29]Maria Sosonkina, John T. Melson, Yousef Saad, Layne T. Watson:
Preconditioning strategies for linear systems arising in tire design. Numer. Linear Algebra Appl. 7(7-8): 743-757 (2000) - [j28]Yousef Saad, Manshung Yeung, Jocelyne Erhel, Frédéric Guyomarc'h:
A Deflated Version of the Conjugate Gradient Algorithm. SIAM J. Sci. Comput. 21(5): 1909-1926 (2000) - [p2]Yousef Saad, Richard B. Lehoucq, Danny C. Sorensen:
An Introduction to Iterative Projection Methods. Templates for the Solution of Algebraic Eigenvalue Problems 2000: 37-44 - [p1]T. Chen, James Demmel, Ming Gu, Yousef Saad, Richard B. Lehoucq, Danny C. Sorensen, Kristyn J. Maschhoff, Zhaojun Bai, David Day, Roland W. Freund, Gerard L. G. Sleijpen, Henk A. van der Vorst, Ruipeng Li:
Non-Hermitian Eigenvalue Problems. Templates for the Solution of Algebraic Eigenvalue Problems 2000: 149-231
1990 – 1999
- 1999
- [j27]Yousef Saad, Jun Zhang:
Diagonal threshold techniques in robust multi-level ILU preconditioners for general sparse linear systems. Numer. Linear Algebra Appl. 6(4): 257-280 (1999) - [j26]Yousef Saad, Jun Zhang:
BILUTM: A Domain-Based Multilevel Block ILUT Preconditioner for General Sparse Matrices. SIAM J. Matrix Anal. Appl. 21(1): 279-299 (1999) - [j25]Yousef Saad, Jun Zhang:
BILUM: Block Versions of Multielimination and Multilevel ILU Preconditioner for General Sparse Linear Systems. SIAM J. Sci. Comput. 20(6): 2103-2121 (1999) - [j24]Yousef Saad, Maria Sosonkina:
Distributed Schur Complement Techniques for General Sparse Linear Systems. SIAM J. Sci. Comput. 21(4): 1337-1356 (1999) - [c24]Yousef Saad, Masha Sosonkina:
Non-standard Parallel Solution Strategies for Distributed Sparse Linear Systems. ACPC 1999: 13-27 - [c23]Irene Moulitsas, Yousef Saad:
Parallel Finite Element Calculations Using PSPARSLIB. PP 1999 - [c22]Yousef Saad, James R. Chelikowsky, Thierry Braconnier, Serdar Öugöt:
Parallel Solution of Equations for the Electronic Structure of Matter. PP 1999 - [c21]Yousef Saad, Masha Sosonkina:
Enhanced Parallel Multicolor Preconditioning Techniques for Linear Systems. PP 1999 - [c20]Azzeddine Soulaïmani, Yousef Saad:
Use of PSPARSLIB for Solving Three-Dimensional Free Surface Flows. PP 1999 - 1998
- [j23]Paul Castillo, Yousef Saad:
Preconditioning the Matrix Exponential Operator with Applications. J. Sci. Comput. 13(3): 275-302 (1998) - [j22]Andreas Stathopoulos, Yousef Saad, Kesheng Wu:
Dynamic Thick Restarting of the Davidson, and the Implicitly Restarted Arnoldi Methods. SIAM J. Sci. Comput. 19(1): 227-245 (1998) - [j21]Edmond Chow, Yousef Saad:
Approximate Inverse Preconditioners via Sparse-Sparse Iterations. SIAM J. Sci. Comput. 19(3): 995-1023 (1998) - [j20]Tony F. Chan, Edmond Chow, Yousef Saad, Man-Chung Yeung:
Preserving Symmetry in Preconditioned Krylov Subspace Methods. SIAM J. Sci. Comput. 20(2): 568-581 (1998) - [c19]Yousef Saad, Masha Sosonkina:
Solution of Distributed Sparse Linear Systems Using PSPARSLIB. PARA 1998: 503-509 - 1997
- [j19]Andrew Chapman, Yousef Saad:
Deflated and Augmented Krylov Subspace Techniques. Numer. Linear Algebra Appl. 4(1): 43-66 (1997) - [j18]Yousef Saad:
Analysis of Augmented Krylov Subspace Methods. SIAM J. Matrix Anal. Appl. 18(2): 435-449 (1997) - [j17]Edmond Chow, Yousef Saad:
Approximate Inverse Techniques for Block-Partitioned Matrices. SIAM J. Sci. Comput. 18(6): 1657-1675 (1997) - [c18]Paul Castillo, Yousef Saad:
Tensor Sum Approximation Preconditioners. PP 1997 - [c17]Edmond Chow, Yousef Saad:
Parallel Approximate Inverse Preconditioners. PP 1997 - [c16]Yousef Saad, Sergey Kuznetsov, Gen-Ching Lo, Andrei V. Malevsky, Andrew Chapman:
PSPARSLIB: A Portable Library of Parallel Sparse Iterative Solvers. PP 1997 - [c15]Andreas Stathopoulos, Yousef Saad, James R. Chelikowsky:
Parallel Solution of Eigenvalue Problems in Electronic Structure Calculations. PP 1997 - 1996
- [j16]Xiao-Chuan Cai, Yousef Saad:
Overlapping Domain Decomposition Algorithms for General Sparse Matrices. Numer. Linear Algebra Appl. 3(3): 221-237 (1996) - [j15]Yousef Saad, Kesheng Wu:
DQGMRES: a Direct Quasi-minimal Residual Algorithm Based on Incomplete Orthogonalization. Numer. Linear Algebra Appl. 3(4): 329-343 (1996) - [j14]Yousef Saad:
ILUM: A Multi-Elimination ILU Preconditioner for General Sparse Matrices. SIAM J. Sci. Comput. 17(4): 830-847 (1996) - [e2]Afonso Ferreira, José D. P. Rolim, Yousef Saad, Tao Yang:
Parallel Algorithms for Irregularly Structured Problems, Third International Workshop, IRREGULAR '96, Santa Barbara, California, USA, August 19-21, 1996, Proceedings. Lecture Notes in Computer Science 1117, Springer 1996, ISBN 3-540-61549-0 [contents] - 1995
- [c14]Yousef Saad, Andrei V. Malevsky:
Data Structures, Computational, and Communication Kernels for Distributed Memory Sparse Iterative Solvers. PaCT 1995: 252-257 - [e1]David E. Keyes, Youcef Saad, Donald G. Truhlar:
Domain-Based Parallelism and Problem Decomposition Methods in Computational Science and Engineering. SIAM 1995, ISBN 978-0-89871-348-0 [contents] - 1994
- [j13]Yousef Saad:
ILUT: A dual threshold incomplete LU factorization. Numer. Linear Algebra Appl. 1(4): 387-402 (1994) - [j12]Peter N. Brown, Youcef Saad:
Convergence Theory of Nonlinear Newton-Krylov Algorithms. SIAM J. Optim. 4(2): 297-330 (1994) - 1993
- [j11]Youcef Saad:
A Flexible Inner-Outer Preconditioned GMRES Algorithm. SIAM J. Sci. Comput. 14(2): 461-469 (1993) - [c13]Yousef Saad, Kesheng Wu, Serge G. Petiton:
Sparse Matrix Computations on the CM-5. PPSC 1993: 414-420 - [c12]Xiao-Chuan Cai, Yousef Saad:
Graph Decomposition Techniques for General Sparse Matrices. PPSC 1993: 683-686 - [c11]Kesheng Wu, Yousef Saad:
Performance of the CM-5 and Message Passing Primitives. PPSC 1993: 937-942 - 1992
- [j10]Bernard Philippe, Youcef Saad, William J. Stewart:
Numerical Methods in Markov Chain Modeling. Oper. Res. 40(6): 1156-1179 (1992) - [j9]Efstratios Gallopoulos, Yousef Saad:
Efficient Solution of Parabolic Equations by Krylov Approximation Methods. SIAM J. Sci. Comput. 13(5): 1236-1264 (1992) - 1990
- [j8]Peter N. Brown, Youcef Saad:
Hybrid Krylov Methods for Nonlinear Systems of Equations. SIAM J. Sci. Comput. 11(3): 450-481 (1990) - [c10]Yousef Saad, Harry A. G. Wijshoff:
SPARK: a benchmark package for sparse computations. ICS 1990: 239-253
1980 – 1989
- 1989
- [j7]Edward J. Anderson, Yousef Saad:
Solving Sparse Triangular Linear Systems on Parallel Computers. Int. J. High Speed Comput. 1(1): 73-95 (1989) - [j6]Efstratios Gallopoulos, Yousef Saad:
Some Fast Elliptic Solvers on Parallel Architectures and their Complexities. Int. J. High Speed Comput. 1(1): 113-141 (1989) - [j5]Yousef Saad, Martin H. Schultz:
Data Communication in Hypercubes. J. Parallel Distributed Comput. 6(1): 115-135 (1989) - [j4]Efstratios Gallopoulos, Yousef Saad:
A parallel block cyclic reduction algorithm for the fast solution of elliptic equations. Parallel Comput. 10(2): 143-159 (1989) - [j3]Yousef Saad, Martin H. Schultz:
Data communication in parallel architectures. Parallel Comput. 11(2): 131-150 (1989) - [c9]Efstratios Gallopoulos, Yousef Saad:
On the parallel solution of parabolic equations. ICS 1989: 17-28 - [c8]Efstratios Gallopoulos, Yousef Saad:
Efficient Parallel Solution of Parabolic Equations: Implicit Methods on the Cedar Multicluster. PP 1989: 251-256 - [c7]Yousef Saad, Efstratios Gallopoulos:
Efficient Parallel Solutions of Parabolic Equations: Explicit Methods. PP 1989: 297-298 - [c6]Yousef Saad, Harry A. G. Wijshoff:
Performance Study of Some Supercomputers Using a Sparse Matrix Benchmark. PP 1989: 451-453 - 1988
- [j2]Yousef Saad, Martin H. Schultz:
Topological properties of hypercubes. IEEE Trans. Computers 37(6): 867-872 (1988) - [c5]Yousef Saad, Harry A. G. Wijshoff:
A benchmark package for sparse matrix computations. ICS 1988: 500-509 - 1987
- [c4]Efstratios Gallopoulos, Yousef Saad:
A Parallel Block Cyclic Reduction Algorithm for the Fast Solution of Elliptic Equations. ICS 1987: 563-575 - [c3]Efstratios Gallopoulos, Yousef Saad:
Parallel Rapid Elliptic Solvers. PP 1987: 51-55 - [c2]Edward J. Anderson, Yousef Saad:
Preconditioned Conjugate Gradient Methods for General Sparse Matrices on Shared Memory Machines. PP 1987: 88-92 - 1986
- [j1]Tony F. Chan, Yousef Saad:
Multigrid Algorithms on the Hypercube Multiprocessor. IEEE Trans. Computers 35(11): 969-977 (1986)
1970 – 1979
- 1974
- [b1]Yousef Saad:
Calcul de valeurs propres de grandes matrices hermitiennes par des techniques de partitionnement. Grenoble Institute of Technology, France, 1974 - [c1]Yousef Saad:
Shifts of Origin for the QR Algorithm. IFIP Congress 1974: 527-531
Coauthor Index
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