Yousef Saad - RankMe

218 papers A* 5A 12B 1C 3Misc 3Journal 160Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Eigenvector-based acceleration strategies for gradient-type methods. CoRR Jean-Paul Chehab, Gaspard Kemlin, Marcos Raydan, Yousef Saad
2025	J	`jnl`	Acceleration methods for fixed point iterations. CoRR Yousef Saad
2025	J	`jnl`	Acceleration methods for fixed-point iterations. Acta Numer. Yousef Saad
2025	J	`jnl`	Deep learning, transformers and graph neural networks: a linear algebra perspective. Numer. Algorithms Abdelkader Baggag, Yousef Saad
2025	J	`jnl`	Designing Preconditioners for SGD: Local Conditioning, Noise Floors, and Basin Stability. CoRR Mitchell Scott, Tianshi Xu, Ziyuan Tang, Alexandra Pichette-Emmons, Qiang Ye, Yousef Saad, Yuanzhe Xi
2025	J	`jnl`	Mixed Precision Orthogonalization-Free Projection Methods for Eigenvalue and Singular Value Problems. CoRR Tianshi Xu, Zechen Zhang, Jie Chen, Yousef Saad, Yuanzhe Xi
2024	J	`jnl`	A Parallel Algorithm for Computing Partial Spectral Factorizations of Matrix Pencils via Chebyshev Approximation. SIAM J. Sci. Comput. Tianshi Xu, Anthony P. Austin, Vasileios Kalantzis, Yousef Saad
2024	J	`jnl`	A rational-Chebyshev projection method for nonlinear eigenvalue problems. Numer. Linear Algebra Appl. Ziyuan Tang, Yousef Saad
2024	J	`jnl`	Anderson Acceleration with Truncated Gram-Schmidt. CoRR Ziyuan Tang, Tianshi Xu, Huan He, Yousef Saad, Yuanzhe Xi
2024	J	`jnl`	Anderson Acceleration with Truncated Gram-Schmidt. SIAM J. Matrix Anal. Appl. Ziyuan Tang, Tianshi Xu, Huan He, Yousef Saad, Yuanzhe Xi
2024	J	`jnl`	Cucheb: A GPU implementation of the filtered Lanczos procedure. CoRR Jared Lee Aurentz, Vassilis Kalantzis, Yousef Saad
2024	J	`jnl`	Gradient-Type Subspace Iteration Methods for the Symmetric Eigenvalue Problem. SIAM J. Matrix Anal. Appl. Foivos Alimisis, Yousef Saad, Bart Vandereycken
2024	J	`jnl`	Joint Approximate Partial Diagonalization of Large Matrices. CoRR Abd-Krim Seghouane, Yousef Saad
2024	J	`jnl`	Randomized linear solvers for computational architectures with straggling workers. CoRR Vassilis Kalantzis, Yuanzhe Xi, Lior Horesh, Yousef Saad
2024	J	`jnl`	nlTGCR: A Class of Nonlinear Acceleration Procedures Based on Conjugate Residuals. SIAM J. Matrix Anal. Appl. Huan He, Ziyuan Tang, Shifan Zhao, Yousef Saad, Yuanzhe Xi
2023	J	`jnl`	Gradient-type subspace iteration methods for the symmetric eigenvalue problem. CoRR Foivos Alimisis, Yousef Saad, Bart Vandereycken
2023	J	`jnl`	NLTGCR: A class of Nonlinear Acceleration Procedures based on Conjugate Residuals. CoRR Huan He, Ziyuan Tang, Shifan Zhao, Yousef Saad, Yuanzhe Xi
2023	J	`jnl`	On the tubular eigenvalues of third-order tensors. CoRR Fatemeh Panjeh Ali Beik, Yousef Saad
2023	J	`jnl`	Revisiting the (block) Jacobi subspace rotation method for the symmetric eigenvalue problem. Numer. Algorithms Yousef Saad
2022	J	`jnl`	A Non-perturbative Approach to Computing Seismic Normal Modes in Rotating Planets. J. Sci. Comput. Jia Shi, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop
2022	J	`jnl`	An Efficient Nonlinear Acceleration method that Exploits Symmetry of the Hessian. CoRR Huan He, Shifan Zhao, Ziyuan Tang, Joyce C. Ho, Yousef Saad, Yuanzhe Xi
2022	A*	`conf`	GDA-AM: On the Effectiveness of Solving Min-Imax Optimization via Anderson Mixing. ICLR Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C. Ho, Yousef Saad
2022	J	`jnl`	The Origin and Development of Krylov Subspace Methods. Comput. Sci. Eng. Yousef Saad
2022	J	`jnl`	parGeMSLR: A Parallel Multilevel Schur Complement Low-Rank Preconditioning and Solution Package for General Sparse Matrices. CoRR Tianshi Xu, Vassilis Kalantzis, Ruipeng Li, Yuanzhe Xi, Geoffrey Dillon, Yousef Saad
2022	J	`jnl`	parGeMSLR: A parallel multilevel Schur complement low-rank preconditioning and solution package for general sparse matrices. Parallel Comput. Tianshi Xu, Vassilis Kalantzis, Ruipeng Li, Yuanzhe Xi, Geoffrey Dillon, Yousef Saad
2021	J	`jnl`	A Power Schur Complement Low-Rank Correction Preconditioner for General Sparse Linear Systems. SIAM J. Matrix Anal. Appl. Qingqing Zheng, Yuanzhe Xi, Yousef Saad
2021	J	`jnl`	Graph coarsening: From scientific computing to machine learning. CoRR Jie Chen, Yousef Saad, Zechen Zhang
2021	J	`jnl`	Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility. IEEE Trans. Parallel Distributed Syst. Jia Shi, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop
2021	J	`jnl`	Proxy-GMRES: Preconditioning via GMRES in Polynomial Space. SIAM J. Matrix Anal. Appl. Xin Ye, Yuanzhe Xi, Yousef Saad
2021	J	`jnl`	Solve Minimax Optimization by Anderson Acceleration. CoRR Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C. Ho, Yousef Saad
2020	J	`jnl`	A power Schur complement Low-Rank correction preconditioner for general sparse linear systems. CoRR Qingqing Zheng, Yuanzhe Xi, Yousef Saad
2020	—	`ch.`	Iterative methods for linear systems of equations: A brief historical journey. 75 Years of Mathematics of Computation Yousef Saad
2020	J	`jnl`	Multicolor low-rank preconditioner for general sparse linear systems. Numer. Linear Algebra Appl. Qingqing Zheng, Yuanzhe Xi, Yousef Saad
2020	J	`jnl`	Shanks and Anderson-type acceleration techniques for systems of nonlinear equations. CoRR Claude Brezinski, Stefano Cipolla, Michela Redivo-Zaglia, Yousef Saad
2020	J	`jnl`	Solving the Three-Dimensional High-frequency Helmholtz Equation Using Contour Integration and Polynomial Preconditioning. SIAM J. Matrix Anal. Appl. Xiao Liu, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop
2020	J	`jnl`	Spectrum-Adapted Polynomial Approximation for Matrix Functions with Applications in Graph Signal Processing. Algorithms Tiffany Fan, David I. Shuman, Shashanka Ubaru, Yousef Saad
2019	J	`jnl`	A rational approximation method for solving acoustic nonlinear eigenvalue problems. CoRR Mohamed El-Guide, Agnieszka Miedlar, Yousef Saad
2019	A	`conf`	Find the dimension that counts: Fast dimension estimation and Krylov PCA. SDM Shashanka Ubaru, Abd-Krim Seghouane, Yousef Saad
2019	J	`jnl`	Sampling and multilevel coarsening algorithms for fast matrix approximations. Numer. Linear Algebra Appl. Shashanka Ubaru, Yousef Saad
2019	Misc	`conf`	Spectrum-adapted Polynomial Approximation for Matrix Functions. ICASSP Li Fan, David I Shuman, Shashanka Ubaru, Yousef Saad
2019	J	`jnl`	The Eigenvalues Slicing Library (EVSL): Algorithms, Implementation, and Software. SIAM J. Sci. Comput. Ruipeng Li, Yuanzhe Xi, Lucas Erlandson, Yousef Saad
2018	J	`jnl`	A Hierarchical Low Rank Schur Complement Preconditioner for Indefinite Linear Systems. SIAM J. Sci. Comput. Geoffrey Dillon, Vassilis Kalantzis, Yuanzhe Xi, Yousef Saad
2018	J	`jnl`	A posteriori error estimate for computing tr(f(A)) by using the Lanczos method. Numer. Linear Algebra Appl. Jie Chen, Yousef Saad
2018	J	`jnl`	A scalable iterative dense linear system solver for multiple right-hand sides in data analytics. Parallel Comput. Vassilis Kalantzis, A. Cristiano I. Malossi, Costas Bekas, Alessandro Curioni, Efstratios Gallopoulos, Yousef Saad
2018	J	`jnl`	Beyond Automated Multilevel Substructuring: Domain Decomposition with Rational Filtering. SIAM J. Sci. Comput. Vassilis Kalantzis, Yuanzhe Xi, Yousef Saad
2018	A	`conf`	Computing planetary interior normal modes with a highly parallel polynomial filtering eigensolver. SC Jia Shi, Ruipeng Li, Yuanzhe Xi, Yousef Saad, Maarten V. de Hoop
2018	J	`jnl`	Domain decomposition approaches for accelerating contour integration eigenvalue solvers for symmetric eigenvalue problems. Numer. Linear Algebra Appl. Vassilis Kalantzis, James Kestyn, Eric Polizzi, Yousef Saad
2018	J	`jnl`	Fast Computation of Spectral Densities for Generalized Eigenvalue Problems. SIAM J. Sci. Comput. Yuanzhe Xi, Ruipeng Li, Yousef Saad
2018	J	`jnl`	Find the dimension that counts: Fast dimension estimation and Krylov PCA. CoRR Shashanka Ubaru, Abd-Krim Seghouane, Yousef Saad
2018	J	`jnl`	Phase Retrieval via Reweighted Amplitude Flow. IEEE Trans. Signal Process. Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen
2018	J	`jnl`	SMASH: Structured matrix approximation by separation and hierarchy. Numer. Linear Algebra Appl. Difeng Cai, Edmond Chow, Lucas Erlandson, Yousef Saad, Yuanzhe Xi
2018	J	`jnl`	Shanks Sequence Transformations and Anderson Acceleration. SIAM Rev. Claude Brezinski, Michela Redivo-Zaglia, Yousef Saad
2018	J	`jnl`	Spectrum-Adapted Polynomial Approximation for Matrix Functions. CoRR Li Fan, David I Shuman, Shashanka Ubaru, Yousef Saad
2017	J	`jnl`	A Rational Function Preconditioner For Indefinite Sparse Linear Systems. SIAM J. Sci. Comput. Yuanzhe Xi, Yousef Saad
2017	—	`conf`	Applications of Trace Estimation Techniques. HPCSE Shashanka Ubaru, Yousef Saad
2017	J	`jnl`	Cucheb: A GPU implementation of the filtered Lanczos procedure. Comput. Phys. Commun. Jared Lee Aurentz, Vassilis Kalantzis, Yousef Saad
2017	J	`jnl`	Fast Estimation of Approximate Matrix Ranks Using Spectral Densities. Neural Comput. Shashanka Ubaru, Yousef Saad, Abd-Krim Seghouane
2017	J	`jnl`	Fast Estimation of tr(f(A)) via Stochastic Lanczos Quadrature. SIAM J. Matrix Anal. Appl. Shashanka Ubaru, Jie Chen, Yousef Saad
2017	J	`jnl`	Improving the Incoherence of a Learned Dictionary via Rank Shrinkage. Neural Comput. Shashanka Ubaru, Abd-Krim Seghouane, Yousef Saad
2017	J	`jnl`	Low Rank Approximation and Decomposition of Large Matrices Using Error Correcting Codes. IEEE Trans. Inf. Theory Shashanka Ubaru, Arya Mazumdar, Yousef Saad
2017	J	`jnl`	Low-Rank Correction Methods for Algebraic Domain Decomposition Preconditioners. SIAM J. Matrix Anal. Appl. Ruipeng Li, Yousef Saad
2017	J	`jnl`	Low-rank Label Propagation for Semi-supervised Learning with 100 Millions Samples. CoRR Raphael Petegrosso, Wei Zhang, Zhuliu Li, Yousef Saad, Rui Kuang
2017	J	`jnl`	Sampling and multilevel coarsening algorithms for fast matrix approximations. CoRR Shashanka Ubaru, Yousef Saad
2017	J	`jnl`	Solving Almost all Systems of Random Quadratic Equations. CoRR Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen
2017	—	`conf`	Solving Most Systems of Random Quadratic Equations. NIPS Gang Wang, Georgios B. Giannakis, Yousef Saad, Jie Chen
2016	J	`jnl`	A Thick-Restart Lanczos Algorithm with Polynomial Filtering for Hermitian Eigenvalue Problems. SIAM J. Sci. Comput. Ruipeng Li, Yuanzhe Xi, Eugene Vecharynski, Chao Yang, Yousef Saad
2016	J	`jnl`	An Algebraic Multilevel Preconditioner with Low-Rank Corrections for Sparse Symmetric Matrices. SIAM J. Matrix Anal. Appl. Yuanzhe Xi, Ruipeng Li, Yousef Saad
2016	J	`jnl`	Analysis of Subspace Iteration for Eigenvalue Problems with Evolving Matrices. SIAM J. Matrix Anal. Appl. Yousef Saad
2016	J	`jnl`	Approximating Spectral Densities of Large Matrices. SIAM Rev. Lin Lin, Yousef Saad, Chao Yang
2016	J	`jnl`	Computing Partial Spectra with Least-Squares Rational Filters. SIAM J. Sci. Comput. Yuanzhe Xi, Yousef Saad
2016	J	`jnl`	Efficient estimation of eigenvalue counts in an interval. Numer. Linear Algebra Appl. Edoardo Di Napoli, Eric Polizzi, Yousef Saad
2016	J	`jnl`	Fast estimation of approximate matrix ranks using spectral densities. CoRR Shashanka Ubaru, Yousef Saad, Abd-Krim Seghouane
2016	A*	`conf`	Fast methods for estimating the Numerical rank of large matrices. ICML Shashanka Ubaru, Yousef Saad
2016	A	`conf`	PFEAST: a high performance sparse eigenvalue solver using distributed-memory linear solvers. SC James Kestyn, Vasileios Kalantzis, Eric Polizzi, Yousef Saad
2016	J	`jnl`	Schur complement-based domain decomposition preconditioners with low-rank corrections. Numer. Linear Algebra Appl. Ruipeng Li, Yuanzhe Xi, Yousef Saad
2015	A*	`conf`	Low Rank Approximation using Error Correcting Coding Matrices. ICML Shashanka Ubaru, Arya Mazumdar, Yousef Saad
2015	J	`jnl`	Low rank approximation and decomposition of large matrices using error correcting codes. CoRR Shashanka Ubaru, Arya Mazumdar, Yousef Saad
2015	J	`jnl`	Low-rank correction methods for algebraic domain decomposition preconditioners. CoRR Ruipeng Li, Yousef Saad
2015	J	`jnl`	Matrix Reordering Using Multilevel Graph Coarsening for ILU Preconditioning. SIAM J. Sci. Comput. Daniel Osei-Kuffuor, Ruipeng Li, Yousef Saad
2015	J	`jnl`	Schur Complement based domain decomposition preconditioners with Low-rank corrections. CoRR Ruipeng Li, Yuanzhe Xi, Yousef Saad
2015	J	`jnl`	Spectral recycling strategies for the solution of nonlinear eigenproblems in thermoacoustics. Numer. Linear Algebra Appl. Pablo Salas, Luc Giraud, Yousef Saad, Stéphane Moreau
2014	J	`jnl`	Chebyshev-filtered subspace iteration method free of sparse diagonalization for solving the Kohn-Sham equation. J. Comput. Phys. Yunkai Zhou, James R. Chelikowsky, Yousef Saad
2014	J	`jnl`	Fast Updating Algorithms for Latent Semantic Indexing. SIAM J. Matrix Anal. Appl. Eugene Vecharynski, Yousef Saad
2014	J	`jnl`	Graph Partitioning Using Matrix Values for Preconditioning Symmetric Positive Definite Systems. SIAM J. Sci. Comput. Eugene Vecharynski, Yousef Saad, Masha Sosonkina
2014	J	`jnl`	Parallel matrix algorithms. Parallel Comput. Costas Bekas, Ananth Grama, Yousef Saad, Olaf Schenk
2014	J	`jnl`	Preconditioned Krylov Subspace Methods for Sampling Multivariate Gaussian Distributions. SIAM J. Sci. Comput. Edmond Chow, Yousef Saad
2014	J	`jnl`	Prewhitening High-Dimensional fMRI Data Sets Without Eigendecomposition. Neural Comput. Abd-Krim Seghouane, Yousef Saad
2013	J	`jnl`	Divide and Conquer Low-Rank Preconditioners for Symmetric Matrices. SIAM J. Sci. Comput. Ruipeng Li, Yousef Saad
2013	J	`jnl`	Efficient estimation of eigenvalue counts in an interval. CoRR Edoardo Di Napoli, Eric Polizzi, Yousef Saad
2013	J	`jnl`	GPU-accelerated preconditioned iterative linear solvers. J. Supercomput. Ruipeng Li, Yousef Saad
2012	J	`jnl`	A Filtered Lanczos Procedure for Extreme and Interior Eigenvalue Problems. SIAM J. Sci. Comput. Haw-ren Fang, Yousef Saad
2012	J	`jnl`	A probing method for computing the diagonal of a matrix inverse. Numer. Linear Algebra Appl. Jok Man Tang, Yousef Saad
2012	J	`jnl`	A spectrum slicing method for the Kohn-Sham problem. Comput. Phys. Commun. Grady Schofield, James R. Chelikowsky, Yousef Saad
2012	J	`jnl`	Dense Subgraph Extraction with Application to Community Detection. IEEE Trans. Knowl. Data Eng. Jie Chen, Yousef Saad
2012	J	`jnl`	Modification and Compensation Strategies for Threshold-based Incomplete Factorizations. SIAM J. Sci. Comput. Scott P. MacLachlan, Daniel Osei-Kuffuor, Yousef Saad
2012	—	`ch.`	Parallel Numerical Computing from Illiac IV to Exascale - The Contributions of Ahmed H. Sameh. High-Performance Scientific Computing Kyle A. Gallivan, Efstratios Gallopoulos, Ananth Grama, Bernard Philippe, Eric Polizzi, Yousef Saad, Faisal Saied, Danny C. Sorensen
2012	—	`conf`	Quantum algorithms for predicting the properties of complex materials. XSEDE Grady Schofield, Yousef Saad, James R. Chelikowsky
2012	—	`conf`	Scaled Gradients on Grassmann Manifolds for Matrix Completion. NIPS Thanh T. Ngo, Yousef Saad
2012	J	`jnl`	The Trace Ratio Optimization Problem. SIAM Rev. Thanh T. Ngo, Mohammed Bellalij, Yousef Saad
2011	J	`jnl`	Computing f(A)b via Least Squares Polynomial Approximations. SIAM J. Sci. Comput. Jie Chen, Mihai Anitescu, Yousef Saad
2011	J	`jnl`	Domain-Decomposition-Type Methods for Computing the Diagonal of a Matrix Inverse. SIAM J. Sci. Comput. Jok Man Tang, Yousef Saad
2011	J	`jnl`	Rational approximation to the Fermi-Dirac function with applications in density functional theory. Numer. Algorithms Roger B. Sidje, Yousef Saad
2011	J	`jnl`	Special issue on Parallel Matrix Algorithms and Applications (PMAA'10). Parallel Comput. Peter Arbenz, Yousef Saad, Ahmed H. Sameh, Olaf Schenk
2011	J	`jnl`	Trace optimization and eigenproblems in dimension reduction methods. Numer. Linear Algebra Appl. Effrosini Kokiopoulou, Jie Chen, Yousef Saad
2010	J	`jnl`	Further Analysis of the Arnoldi Process for Eigenvalue Problems. SIAM J. Numer. Anal. Mohammed Bellalij, Yousef Saad, Hassane Sadok
2010	A	`conf`	Hypergraph-based multilevel matrix approximation for text information retrieval. CIKM Haw-ren Fang, Yousef Saad
2010	J	`jnl`	Incremental incomplete LU factorizations with applications. Numer. Linear Algebra Appl. Caterina Calgaro, Jean-Paul Chehab, Yousef Saad
2010	A	`conf`	Multilevel manifold learning with application to spectral clustering. CIKM Haw-ren Fang, Sophia Sakellaridi, Yousef Saad
2010	J	`jnl`	Numerical Methods for Electronic Structure Calculations of Materials. SIAM Rev. Yousef Saad, James R. Chelikowsky, Suzanne M. Shontz
2010	J	`jnl`	Special issue on Parallel Matrix Algorithms and Applications. Parallel Comput. Constantine Bekas, Pasqua D'Ambra, Ananth Grama, Yousef Saad, Petko Yanev
2010	J	`jnl`	The Trace Ratio Optimization Problem for Dimensionality Reduction. SIAM J. Matrix Anal. Appl. Thanh T. Ngo, Mohammed Bellalij, Yousef Saad
2009	A	`conf`	Divide and Conquer Strategies for Effective Information Retrieval. SDM Jie Chen, Yousef Saad
2009	J	`jnl`	Enhanced graph-based dimensionality reduction with repulsion Laplaceans. Pattern Recognit. Effrosini Kokiopoulou, Yousef Saad
2009	J	`jnl`	Fast Approximate J. Mach. Learn. Res. Jie Chen, Haw-ren Fang, Yousef Saad
2009	J	`jnl`	Lanczos Vectors versus Singular Vectors for Effective Dimension Reduction. IEEE Trans. Knowl. Data Eng. Jie Chen, Yousef Saad
2009	J	`jnl`	Two classes of multisecant methods for nonlinear acceleration. Numer. Linear Algebra Appl. Haw-ren Fang, Yousef Saad
2008	J	`jnl`	Block Krylov-Schur method for large symmetric eigenvalue problems. Numer. Algorithms Yunkai Zhou, Yousef Saad
2008	J	`jnl`	Computation of Large Invariant Subspaces Using Polynomial Filtered Lanczos Iterations with Applications in Density Functional Theory. SIAM J. Matrix Anal. Appl. Constantine Bekas, Effrosini Kokiopoulou, Yousef Saad
2008	C	`conf`	Farthest Centroids Divisive Clustering. ICMLA Haw-ren Fang, Yousef Saad
2008	C	`conf`	Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing. ICMLA Sophia Sakellaridi, Haw-ren Fang, Yousef Saad
2008	J	`jnl`	On the Tensor SVD and the Optimal Low Rank Orthogonal Approximation of Tensors. SIAM J. Matrix Anal. Appl. Jie Chen, Yousef Saad
2007	J	`jnl`	A Chebyshev-Davidson Algorithm for Large Symmetric Eigenproblems. SIAM J. Matrix Anal. Appl. Yunkai Zhou, Yousef Saad
2007	J	`jnl`	A Greedy Strategy for Coarse-Grid Selection. SIAM J. Sci. Comput. Scott P. MacLachlan, Yousef Saad
2007	J	`jnl`	Algorithms for the evolution of electronic properties in nanocrystals. Comput. Phys. Commun. James R. Chelikowsky, Murilo L. Tiago, Yousef Saad, Yunkai Zhou
2007	J	`jnl`	Component-based iterative methods for sparse linear systems. Concurr. Comput. Pract. Exp. J. Jones, Masha Sosonkina, Yousef Saad
2007	J	`jnl`	Efficient first-principles calculations of the electronic structure of periodic systems. Comput. Phys. Commun. M. M. G. Alemany, Manish Jain, Murilo L. Tiago, Yunkai Zhou, Yousef Saad, James R. Chelikowsky
2007	J	`jnl`	Greedy Coarsening Strategies for Nonsymmetric Problems. SIAM J. Sci. Comput. Scott P. MacLachlan, Yousef Saad
2007	A	`conf`	Higher Order Orthogonal Iteration of Tensors (HOOI) and its Relation to PCA and GLRAM. SDM Bernard N. Sheehan, Yousef Saad
2007	J	`jnl`	Linear system solution by null-space approximation and projection (SNAP). Numer. Linear Algebra Appl. Milos Ilic, Ian W. Turner, Yousef Saad
2007	J	`jnl`	Orthogonal Neighborhood Preserving Projections: A Projection-Based Dimensionality Reduction Technique. IEEE Trans. Pattern Anal. Mach. Intell. Effrosini Kokiopoulou, Yousef Saad
2006	J	`jnl`	A Parallel Multistage ILU Factorization Based on a Hierarchical Graph Decomposition. SIAM J. Sci. Comput. Pascal Hénon, Yousef Saad
2006	J	`jnl`	Filtered Conjugate Residual-type Algorithms with Applications. SIAM J. Matrix Anal. Appl. Yousef Saad
2006	J	`jnl`	MIQR: A Multilevel Incomplete QR Preconditioner for Large Sparse Least-Squares Problems. SIAM J. Matrix Anal. Appl. Na Li, Yousef Saad
2006	J	`jnl`	Multilevel Preconditioners Constructed From Inverse-Based ILUs. SIAM J. Sci. Comput. Matthias Bollhöfer, Yousef Saad
2006	J	`jnl`	SchurRAS: A Restricted Version of the Overlapping Schur Complement Preconditioner. SIAM J. Sci. Comput. Zhongze Li, Yousef Saad
2006	J	`jnl`	Self-consistent-field calculations using Chebyshev-filtered subspace iteration. J. Comput. Phys. Yunkai Zhou, Yousef Saad, Murilo L. Tiago, James R. Chelikowsky
2006	—	`conf`	Topic 10: Parallel Numerical Algorithms. Euro-Par Michel Cosnard, Hans-Joachim Bungartz, Efstratios Gallopoulos, Yousef Saad
2005	J	`jnl`	Computation of Smallest Eigenvalues using Spectral Schur Complements. SIAM J. Sci. Comput. Constantine Bekas, Yousef Saad
2005	J	`jnl`	Computing charge densities with partially reorthogonalized Lanczos. Comput. Phys. Commun. Constantine Bekas, Yousef Saad, Murilo L. Tiago, James R. Chelikowsky
2005	J	`jnl`	Efficient computation of the coupling matrix in time-dependent density functional theory. Comput. Phys. Commun. Emmanuel Lorin de la Grandmaison, Shivaraju Gowda, Yousef Saad, Murilo L. Tiago, James R. Chelikowsky
2005	C	`conf`	Face recognition using OPRA-faces. ICMLA Effrosini Kokiopoulou, Yousef Saad
2005	J	`jnl`	Multilevel ILU With Reorderings for Diagonal Dominance. SIAM J. Sci. Comput. Yousef Saad
2005	A*	`conf`	Orthogonal Neighborhood Preserving Projections. ICDM Effrosini Kokiopoulou, Yousef Saad
2005	A	`conf`	PCA without eigenvalue calculations: a case study on face recognition. SDM Effrosini Kokiopoulou, Yousef Saad
2004	—	`conf`	Applying Parallel Direct Solver Techniques to Build Robust High Performance Preconditioners. PARA Pascal Hénon, François Pellegrini, Pierre Ramet, Jean Roman, Yousef Saad
2004	A*	`conf`	Polynomial filtering in latent semantic indexing for information retrieval. SIGIR Effrosini Kokiopoulou, Yousef Saad
2004	J	`jnl`	Preconditioning techniques for the solution of the Helmholtz equation by the finite element method. Math. Comput. Simul. Riyad Kechroud, Azzeddine Soulaïmani, Yousef Saad, Shivaraju Gowda
2004	J	`jnl`	Using the parallel algebraic recursive multilevel solver in modern physical applications. Future Gener. Comput. Syst. Masha Sosonkina, Yousef Saad, Xing Cai
2003	J	`jnl`	Block LU Preconditioners for Symmetric and Nonsymmetric Saddle Point Problems. SIAM J. Sci. Comput. Leigh Little, Yousef Saad, Laurent Smoch
2003	J	`jnl`	Block Preconditioners for Saddle Point Problems. Numer. Algorithms Leigh Little, Yousef Saad
2003	J	`jnl`	Crout Versions of ILU for General Sparse Matrices. SIAM J. Sci. Comput. Na Li, Yousef Saad, Edmond Chow
2003	J	`jnl`	Finding Exact and Approximate Block Structures for ILU Preconditioning. SIAM J. Sci. Comput. Yousef Saad
2003	—	`book`	Iterative methods for sparse linear systems. Yousef Saad
2003	J	`jnl`	Parallel Matrix Algorithms and Applications (PMAA '02). Parallel Comput. Peter Arbenz, Efstratios Gallopoulos, Bernard Philippe, Yousef Saad
2003	—	`conf`	Preconditionning Techniques for the Solution of the Helmholtz Equation by the Finite Element Method. ICCSA (2) Riyad Kechroud, Azzeddine Soulaïmani, Yousef Saad
2003	J	`jnl`	pARMS: a parallel version of the algebraic recursive multilevel solver. Numer. Linear Algebra Appl. Zhongze Li, Yousef Saad, Masha Sosonkina
2002	J	`jnl`	A Factored Approximate Inverse Preconditioner with Pivoting. SIAM J. Matrix Anal. Appl. Matthias Bollhöfer, Yousef Saad
2002	J	`jnl`	ARMS: an algebraic recursive multilevel solver for general sparse linear systems. Numer. Linear Algebra Appl. Yousef Saad, Brian J. Suchomel
2002	J	`jnl`	On the Relations between ILUs and Factored Approximate Inverses. SIAM J. Matrix Anal. Appl. Matthias Bollhöfer, Yousef Saad
2002	Misc	`conf`	Parallel Iterative Methods in Modern Physical Applications. International Conference on Computational Science (2) Xing Cai, Yousef Saad, Masha Sosonkina
2001	—	`conf`	Parallelism in algebraic recursive solvers. PP Zhongze Li, Yousef Saad, Masha Sosonkina
2001	Misc	`conf`	pARMS: A Package for Solving General Sparse Linear Systems on Parallel Computers. PPAM Yousef Saad, Masha Sosonkina
2000	J	`jnl`	A Deflated Version of the Conjugate Gradient Algorithm. SIAM J. Sci. Comput. Yousef Saad, Manshung Yeung, Jocelyne Erhel, Frédéric Guyomarc'h
2000	—	`ch.`	An Introduction to Iterative Projection Methods. Templates for the Solution of Algebraic Eigenvalue Problems Yousef Saad, Richard B. Lehoucq, Danny C. Sorensen
2000	J	`jnl`	Editorial. Numer. Linear Algebra Appl. Yousef Saad
2000	J	`jnl`	Further analysis of minimum residual iterations. Numer. Linear Algebra Appl. Yousef Saad
2000	—	`ch.`	Non-Hermitian Eigenvalue Problems. Templates for the Solution of Algebraic Eigenvalue Problems 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
2000	J	`jnl`	Parallel methods and tools for predicting material properties. Comput. Sci. Eng. Andreas Stathopoulos, Serdar Ögüt, Yousef Saad, James R. Chelikowsky, Hanchul Kim
2000	J	`jnl`	Preconditioning strategies for linear systems arising in tire design. Numer. Linear Algebra Appl. Maria Sosonkina, John T. Melson, Yousef Saad, Layne T. Watson
1999	J	`jnl`	BILUM: Block Versions of Multielimination and Multilevel ILU Preconditioner for General Sparse Linear Systems. SIAM J. Sci. Comput. Yousef Saad, Jun Zhang
1999	J	`jnl`	BILUTM: A Domain-Based Multilevel Block ILUT Preconditioner for General Sparse Matrices. SIAM J. Matrix Anal. Appl. Yousef Saad, Jun Zhang
1999	J	`jnl`	Diagonal threshold techniques in robust multi-level ILU preconditioners for general sparse linear systems. Numer. Linear Algebra Appl. Yousef Saad, Jun Zhang
1999	J	`jnl`	Distributed Schur Complement Techniques for General Sparse Linear Systems. SIAM J. Sci. Comput. Yousef Saad, Maria Sosonkina
1999	—	`conf`	Enhanced Parallel Multicolor Preconditioning Techniques for Linear Systems. PP Yousef Saad, Masha Sosonkina
1999	—	`conf`	Non-standard Parallel Solution Strategies for Distributed Sparse Linear Systems. ACPC Yousef Saad, Masha Sosonkina
1999	—	`conf`	Parallel Finite Element Calculations Using PSPARSLIB. PP Irene Moulitsas, Yousef Saad
1999	—	`conf`	Parallel Solution of Equations for the Electronic Structure of Matter. PP Yousef Saad, James R. Chelikowsky, Thierry Braconnier, Serdar Öugöt
1999	—	`conf`	Use of PSPARSLIB for Solving Three-Dimensional Free Surface Flows. PP Azzeddine Soulaïmani, Yousef Saad
1998	J	`jnl`	Approximate Inverse Preconditioners via Sparse-Sparse Iterations. SIAM J. Sci. Comput. Edmond Chow, Yousef Saad
1998	J	`jnl`	Dynamic Thick Restarting of the Davidson, and the Implicitly Restarted Arnoldi Methods. SIAM J. Sci. Comput. Andreas Stathopoulos, Yousef Saad, Kesheng Wu
1998	J	`jnl`	Preconditioning the Matrix Exponential Operator with Applications. J. Sci. Comput. Paul Castillo, Yousef Saad
1998	J	`jnl`	Preserving Symmetry in Preconditioned Krylov Subspace Methods. SIAM J. Sci. Comput. Tony F. Chan, Edmond Chow, Yousef Saad, Man-Chung Yeung
1998	—	`conf`	Solution of Distributed Sparse Linear Systems Using PSPARSLIB. PARA Yousef Saad, Masha Sosonkina
1997	J	`jnl`	Analysis of Augmented Krylov Subspace Methods. SIAM J. Matrix Anal. Appl. Yousef Saad
1997	J	`jnl`	Approximate Inverse Techniques for Block-Partitioned Matrices. SIAM J. Sci. Comput. Edmond Chow, Yousef Saad
1997	J	`jnl`	Deflated and Augmented Krylov Subspace Techniques. Numer. Linear Algebra Appl. Andrew Chapman, Yousef Saad
1997	—	`conf`	PSPARSLIB: A Portable Library of Parallel Sparse Iterative Solvers. PP Yousef Saad, Sergey Kuznetsov, Gen-Ching Lo, Andrei V. Malevsky, Andrew Chapman
1997	—	`conf`	Parallel Approximate Inverse Preconditioners. PP Edmond Chow, Yousef Saad
1997	—	`conf`	Parallel Solution of Eigenvalue Problems in Electronic Structure Calculations. PP Andreas Stathopoulos, Yousef Saad, James R. Chelikowsky
1997	—	`conf`	Tensor Sum Approximation Preconditioners. PP Paul Castillo, Yousef Saad
1996	J	`jnl`	DQGMRES: a Direct Quasi-minimal Residual Algorithm Based on Incomplete Orthogonalization. Numer. Linear Algebra Appl. Yousef Saad, Kesheng Wu
1996	J	`jnl`	ILUM: A Multi-Elimination ILU Preconditioner for General Sparse Matrices. SIAM J. Sci. Comput. Yousef Saad
1996	J	`jnl`	Overlapping Domain Decomposition Algorithms for General Sparse Matrices. Numer. Linear Algebra Appl. Xiao-Chuan Cai, Yousef Saad
1996	—	`ed.`	Parallel Algorithms for Irregularly Structured Problems, Third International Workshop, IRREGULAR '96, Santa Barbara, California, USA, August 19-21, 1996, Proceedings IRREGULAR Afonso Ferreira, José D. P. Rolim, Yousef Saad, Tao Yang
1995	B	`conf`	Data Structures, Computational, and Communication Kernels for Distributed Memory Sparse Iterative Solvers. PaCT Yousef Saad, Andrei V. Malevsky
1994	J	`jnl`	ILUT: A dual threshold incomplete LU factorization. Numer. Linear Algebra Appl. Yousef Saad
1993	—	`conf`	Graph Decomposition Techniques for General Sparse Matrices. PPSC Xiao-Chuan Cai, Yousef Saad
1993	—	`conf`	Performance of the CM-5 and Message Passing Primitives. PPSC Kesheng Wu, Yousef Saad
1993	—	`conf`	Sparse Matrix Computations on the CM-5. PPSC Yousef Saad, Kesheng Wu, Serge G. Petiton
1992	J	`jnl`	Efficient Solution of Parabolic Equations by Krylov Approximation Methods. SIAM J. Sci. Comput. Efstratios Gallopoulos, Yousef Saad
1990	A	`conf`	SPARK: a benchmark package for sparse computations. ICS Yousef Saad, Harry A. G. Wijshoff
1989	J	`jnl`	A parallel block cyclic reduction algorithm for the fast solution of elliptic equations. Parallel Comput. Efstratios Gallopoulos, Yousef Saad
1989	J	`jnl`	Data Communication in Hypercubes. J. Parallel Distributed Comput. Yousef Saad, Martin H. Schultz
1989	J	`jnl`	Data communication in parallel architectures. Parallel Comput. Yousef Saad, Martin H. Schultz
1989	—	`conf`	Efficient Parallel Solution of Parabolic Equations: Implicit Methods on the Cedar Multicluster. PP Efstratios Gallopoulos, Yousef Saad
1989	—	`conf`	Efficient Parallel Solutions of Parabolic Equations: Explicit Methods. PP Yousef Saad, Efstratios Gallopoulos
1989	A	`conf`	On the parallel solution of parabolic equations. ICS Efstratios Gallopoulos, Yousef Saad
1989	—	`conf`	Performance Study of Some Supercomputers Using a Sparse Matrix Benchmark. PP Yousef Saad, Harry A. G. Wijshoff
1989	J	`jnl`	Solving Sparse Triangular Linear Systems on Parallel Computers. Int. J. High Speed Comput. Edward J. Anderson, Yousef Saad
1989	J	`jnl`	Some Fast Elliptic Solvers on Parallel Architectures and their Complexities. Int. J. High Speed Comput. Efstratios Gallopoulos, Yousef Saad
1988	A	`conf`	A benchmark package for sparse matrix computations. ICS Yousef Saad, Harry A. G. Wijshoff
1988	J	`jnl`	Topological properties of hypercubes. IEEE Trans. Computers Yousef Saad, Martin H. Schultz
1987	A	`conf`	A Parallel Block Cyclic Reduction Algorithm for the Fast Solution of Elliptic Equations. ICS Efstratios Gallopoulos, Yousef Saad
1987	—	`conf`	Parallel Rapid Elliptic Solvers. PP Efstratios Gallopoulos, Yousef Saad
1987	—	`conf`	Preconditioned Conjugate Gradient Methods for General Sparse Matrices on Shared Memory Machines. PP Edward J. Anderson, Yousef Saad
1986	J	`jnl`	Multigrid Algorithms on the Hypercube Multiprocessor. IEEE Trans. Computers Tony F. Chan, Yousef Saad
1974	—	`—`	Calcul de valeurs propres de grandes matrices hermitiennes par des techniques de partitionnement. Yousef Saad
1974	—	`conf`	Shifts of Origin for the QR Algorithm. IFIP Congress Yousef Saad