Yousef Saad

Proceedings of the High-Performance Scientific Computing - Algorithms and Applications., 2012

2011

Domain-Decomposition-Type Methods for Computing the Diagonal of a Matrix Inverse.

[BibT_eX]

[DOI]

Jok Man Tang

SIAM J. Sci. Comput., 2011

Computing f(A)b via Least Squares Polynomial Approximations.

[BibT_eX]

[DOI]

Mihai Anitescu

SIAM J. Sci. Comput., 2011

Special issue on Parallel Matrix Algorithms and Applications (PMAA'10).

[BibT_eX]

[DOI]

Parallel Comput., 2011

Trace optimization and eigenproblems in dimension reduction methods.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2011

Rational approximation to the Fermi-Dirac function with applications in density functional theory.

[BibT_eX]

[DOI]

Roger B. Sidje

Numer. Algorithms, 2011

2010

Numerical Methods for Electronic Structure Calculations of Materials.

[BibT_eX]

[DOI]

James R. Chelikowsky

Suzanne M. Shontz

SIAM Rev., 2010

Further Analysis of the Arnoldi Process for Eigenvalue Problems.

[BibT_eX]

[DOI]

Mohammed Bellalij

Hassane Sadok

SIAM J. Numer. Anal., 2010

The Trace Ratio Optimization Problem for Dimensionality Reduction.

[BibT_eX]

[DOI]

Thanh T. Ngo

Mohammed Bellalij

SIAM J. Matrix Anal. Appl., 2010

Special issue on Parallel Matrix Algorithms and Applications.

[BibT_eX]

[DOI]

Parallel Comput., 2010

Incremental incomplete LU factorizations with applications.

[BibT_eX]

[DOI]

Caterina Calgaro

Jean-Paul Chehab

Numer. Linear Algebra Appl., 2010

Multilevel manifold learning with application to spectral clustering.

[BibT_eX]

[DOI]

Sophia Sakellaridi

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Hypergraph-based multilevel matrix approximation for text information retrieval.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Lanczos Vectors versus Singular Vectors for Effective Dimension Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Enhanced graph-based dimensionality reduction with repulsion Laplaceans.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Two classes of multisecant methods for nonlinear acceleration.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2009

Fast Approximate <i>k</i>NN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2009

Divide and Conquer Strategies for Effective Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

2008

On the Tensor SVD and the Optimal Low Rank Orthogonal Approximation of Tensors.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2008

Computation of Large Invariant Subspaces Using Polynomial Filtered Lanczos Iterations with Applications in Density Functional Theory.

[BibT_eX]

[DOI]

Constantine Bekas

SIAM J. Matrix Anal. Appl., 2008

Block Krylov-Schur method for large symmetric eigenvalue problems.

[BibT_eX]

[DOI]

Yunkai Zhou

Numer. Algorithms, 2008

Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing.

[BibT_eX]

[DOI]

Sophia Sakellaridi

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

Farthest Centroids Divisive Clustering.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2007

Greedy Coarsening Strategies for Nonsymmetric Problems.

[BibT_eX]

[DOI]

Scott P. MacLachlan

SIAM J. Sci. Comput., 2007

A Greedy Strategy for Coarse-Grid Selection.

[BibT_eX]

[DOI]

Scott P. MacLachlan

SIAM J. Sci. Comput., 2007

A Chebyshev-Davidson Algorithm for Large Symmetric Eigenproblems.

[BibT_eX]

[DOI]

Yunkai Zhou

SIAM J. Matrix Anal. Appl., 2007

Orthogonal Neighborhood Preserving Projections: A Projection-Based Dimensionality Reduction Technique.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Linear system solution by null-space approximation and projection (SNAP).

[BibT_eX]

[DOI]

Milos Ilic

Ian W. Turner

Numer. Linear Algebra Appl., 2007

Algorithms for the evolution of electronic properties in nanocrystals.

[BibT_eX]

[DOI]

Comput. Phys. Commun., 2007

Efficient first-principles calculations of the electronic structure of periodic systems.

[BibT_eX]

[DOI]

Comput. Phys. Commun., 2007

Component-based iterative methods for sparse linear systems.

[BibT_eX]

[DOI]

J. Jones

Concurr. Comput. Pract. Exp., 2007

Higher Order Orthogonal Iteration of Tensors (HOOI) and its Relation to PCA and GLRAM.

[BibT_eX]

[DOI]

Bernard N. Sheehan

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

2006

SchurRAS: A Restricted Version of the Overlapping Schur Complement Preconditioner.

[BibT_eX]

[DOI]

Zhongze Li

SIAM J. Sci. Comput., 2006

A Parallel Multistage ILU Factorization Based on a Hierarchical Graph Decomposition.

[BibT_eX]

[DOI]

Pascal Hénon

SIAM J. Sci. Comput., 2006

Multilevel Preconditioners Constructed From Inverse-Based ILUs.

[BibT_eX]

[DOI]

Matthias Bollhöfer

SIAM J. Sci. Comput., 2006

Filtered Conjugate Residual-type Algorithms with Applications.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2006

MIQR: A Multilevel Incomplete QR Preconditioner for Large Sparse Least-Squares Problems.

[BibT_eX]

[DOI]

Na Li

SIAM J. Matrix Anal. Appl., 2006

Self-consistent-field calculations using Chebyshev-filtered subspace iteration.

[BibT_eX]

[DOI]

J. Comput. Phys., 2006

Topic 10: Parallel Numerical Algorithms.

[BibT_eX]

[DOI]

Michel Cosnard

Hans-Joachim Bungartz

Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006

2005

Multilevel ILU With Reorderings for Diagonal Dominance.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2005

Computation of Smallest Eigenvalues using Spectral Schur Complements.

[BibT_eX]

[DOI]

Constantine Bekas

Emmanuel Lorin de la Grandmaison

SIAM J. Sci. Comput., 2005

Efficient computation of the coupling matrix in time-dependent density functional theory.

[BibT_eX]

[DOI]

Comput. Phys. Commun., 2005

Computing charge densities with partially reorthogonalized Lanczos.

[BibT_eX]

[DOI]

Comput. Phys. Commun., 2005

PCA without eigenvalue calculations: a case study on face recognition.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Face recognition using OPRA-faces.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

Orthogonal Neighborhood Preserving Projections.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

Preconditioning techniques for the solution of the Helmholtz equation by the finite element method.

[BibT_eX]

[DOI]

Math. Comput. Simul., 2004

Using the parallel algebraic recursive multilevel solver in modern physical applications.

[BibT_eX]

[DOI]

Xing Cai

Future Gener. Comput. Syst., 2004

Polynomial filtering in latent semantic indexing for information retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Applying Parallel Direct Solver Techniques to Build Robust High Performance Preconditioners.

[BibT_eX]

[DOI]

Proceedings of the Applied Parallel Computing, 2004

2003

Finding Exact and Approximate Block Structures for ILU Preconditioning.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2003

Block LU Preconditioners for Symmetric and Nonsymmetric Saddle Point Problems.

[BibT_eX]

[DOI]

Leigh Little

Laurent Smoch

SIAM J. Sci. Comput., 2003

Crout Versions of ILU for General Sparse Matrices.

[BibT_eX]

[DOI]

Na Li

SIAM J. Sci. Comput., 2003

Parallel Matrix Algorithms and Applications (PMAA '02).

[BibT_eX]

[DOI]

Peter Arbenz

Bernard Philippe

Parallel Comput., 2003

pARMS: a parallel version of the algebraic recursive multilevel solver.

[BibT_eX]

[DOI]

Zhongze Li

Numer. Linear Algebra Appl., 2003

Block Preconditioners for Saddle Point Problems.

[BibT_eX]

[DOI]

Leigh Little

Numer. Algorithms, 2003

Preconditionning Techniques for the Solution of the Helmholtz Equation by the Finite Element Method.

[BibT_eX]

[DOI]

Riyad Kechroud

Azzeddine Soulaïmani

Proceedings of the Computational Science and Its Applications, 2003

Iterative methods for sparse linear systems.

[BibT_eX]

[DOI]

SIAM, ISBN: 978-0-89871-534-7, 2003

2002

A Factored Approximate Inverse Preconditioner with Pivoting.

[BibT_eX]

[DOI]

Matthias Bollhöfer

SIAM J. Matrix Anal. Appl., 2002

On the Relations between ILUs and Factored Approximate Inverses.

[BibT_eX]

[DOI]

Matthias Bollhöfer

SIAM J. Matrix Anal. Appl., 2002

ARMS: an algebraic recursive multilevel solver for general sparse linear systems.

[BibT_eX]

[DOI]

Brian J. Suchomel

Numer. Linear Algebra Appl., 2002

Parallel Iterative Methods in Modern Physical Applications.

[BibT_eX]

[DOI]

Xing Cai

Proceedings of the Computational Science - ICCS 2002, 2002

2001

Parallelism in algebraic recursive solvers.

[BibT_eX]

Zhongze Li

Proceedings of the Tenth SIAM Conference on Parallel Processing for Scientific Computing, 2001

pARMS: A Package for Solving General Sparse Linear Systems on Parallel Computers.

[BibT_eX]

[DOI]

Proceedings of the Parallel Processing and Applied Mathematics, 2001

2000

A Deflated Version of the Conjugate Gradient Algorithm.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2000

Preconditioning strategies for linear systems arising in tire design.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2000

Editorial.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2000

Further analysis of minimum residual iterations.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2000

Parallel methods and tools for predicting material properties.

[BibT_eX]

[DOI]

Comput. Sci. Eng., 2000

An Introduction to Iterative Projection Methods.

[BibT_eX]

[DOI]

Richard B. Lehoucq

Danny C. Sorensen

Proceedings of the Templates for the Solution of Algebraic Eigenvalue Problems, 2000

Non-Hermitian Eigenvalue Problems.

[BibT_eX]

[DOI]

Gerard L. G. Sleijpen

Henk A. van der Vorst

Ruipeng Li

Proceedings of the Templates for the Solution of Algebraic Eigenvalue Problems, 2000

1999

BILUM: Block Versions of Multielimination and Multilevel ILU Preconditioner for General Sparse Linear Systems.

[BibT_eX]

[DOI]

Jun Zhang

SIAM J. Sci. Comput., 1999

Distributed Schur Complement Techniques for General Sparse Linear Systems.

[BibT_eX]

[DOI]

Maria Sosonkina

SIAM J. Sci. Comput., 1999

BILUTM: A Domain-Based Multilevel Block ILUT Preconditioner for General Sparse Matrices.

[BibT_eX]

[DOI]

Jun Zhang

SIAM J. Matrix Anal. Appl., 1999

Diagonal threshold techniques in robust multi-level ILU preconditioners for general sparse linear systems.

[BibT_eX]

[DOI]

Jun Zhang

Numer. Linear Algebra Appl., 1999

Use of PSPARSLIB for Solving Three-Dimensional Free Surface Flows.

[BibT_eX]

Azzeddine Soulaïmani

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

Enhanced Parallel Multicolor Preconditioning Techniques for Linear Systems.

[BibT_eX]

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

Parallel Solution of Equations for the Electronic Structure of Matter.

[BibT_eX]

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

Parallel Finite Element Calculations Using PSPARSLIB.

[BibT_eX]

Irene Moulitsas

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

Non-standard Parallel Solution Strategies for Distributed Sparse Linear Systems.

[BibT_eX]

[DOI]

Proceedings of the Parallel Computation, 1999

1998

Dynamic Thick Restarting of the Davidson, and the Implicitly Restarted Arnoldi Methods.

[BibT_eX]

[DOI]

Andreas Stathopoulos

SIAM J. Sci. Comput., 1998

Approximate Inverse Preconditioners via Sparse-Sparse Iterations.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 1998

Preserving Symmetry in Preconditioned Krylov Subspace Methods.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 1998

Preconditioning the Matrix Exponential Operator with Applications.

[BibT_eX]

[DOI]

Paul Castillo

J. Sci. Comput., 1998

Solution of Distributed Sparse Linear Systems Using PSPARSLIB.

[BibT_eX]

[DOI]

Proceedings of the Applied Parallel Computing, 1998

1997

Analysis of Augmented Krylov Subspace Methods.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., April, 1997

Approximate Inverse Techniques for Block-Partitioned Matrices.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 1997

Deflated and Augmented Krylov Subspace Techniques.

[BibT_eX]

[DOI]

Andrew Chapman

Numer. Linear Algebra Appl., 1997

Parallel Solution of Eigenvalue Problems in Electronic Structure Calculations.

[BibT_eX]

Andreas Stathopoulos

James R. Chelikowsky

Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

PSPARSLIB: A Portable Library of Parallel Sparse Iterative Solvers.

[BibT_eX]

Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

Parallel Approximate Inverse Preconditioners.

[BibT_eX]

Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

Tensor Sum Approximation Preconditioners.

[BibT_eX]

Paul Castillo

Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997

1996

ILUM: A Multi-Elimination ILU Preconditioner for General Sparse Matrices.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 1996

DQGMRES: a Direct Quasi-minimal Residual Algorithm Based on Incomplete Orthogonalization.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 1996

Overlapping Domain Decomposition Algorithms for General Sparse Matrices.

[BibT_eX]

[DOI]

Xiao-Chuan Cai

Numer. Linear Algebra Appl., 1996

1995

Data Structures, Computational, and Communication Kernels for Distributed Memory Sparse Iterative Solvers.

[BibT_eX]

[DOI]

Andrei V. Malevsky

Proceedings of the Parallel Computing Technologies, 1995

1994

Convergence Theory of Nonlinear Newton-Krylov Algorithms.

[BibT_eX]

[DOI]

Peter N. Brown

SIAM J. Optim., 1994

ILUT: A dual threshold incomplete LU factorization.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 1994

1993

A Flexible Inner-Outer Preconditioned GMRES Algorithm.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 1993

Performance of the CM-5 and Message Passing Primitives.

[BibT_eX]

Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993

Sparse Matrix Computations on the CM-5.

[BibT_eX]

Serge G. Petiton

Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993

Graph Decomposition Techniques for General Sparse Matrices.

[BibT_eX]

Xiao-Chuan Cai

Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993

1992

Efficient Solution of Parabolic Equations by Krylov Approximation Methods.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 1992

Numerical Methods in Markov Chain Modeling.

[BibT_eX]

[DOI]

Bernard Philippe

William J. Stewart

Oper. Res., 1992

1990

Hybrid Krylov Methods for Nonlinear Systems of Equations.

[BibT_eX]

[DOI]

Peter N. Brown

SIAM J. Sci. Comput., 1990

SPARK: a benchmark package for sparse computations.

[BibT_eX]

[DOI]

Harry A. G. Wijshoff

Proceedings of the 4th international conference on Supercomputing, 1990

1989

Data communication in parallel architectures.

[BibT_eX]

[DOI]

Martin H. Schultz

Parallel Comput., 1989

A parallel block cyclic reduction algorithm for the fast solution of elliptic equations.

[BibT_eX]

[DOI]

Parallel Comput., 1989

Data Communication in Hypercubes.

[BibT_eX]

[DOI]

Martin H. Schultz

J. Parallel Distributed Comput., 1989

Some Fast Elliptic Solvers on Parallel Architectures and their Complexities.

[BibT_eX]

[DOI]

Int. J. High Speed Comput., 1989

Solving Sparse Triangular Linear Systems on Parallel Computers.

[BibT_eX]

[DOI]

Edward J. Anderson

Int. J. High Speed Comput., 1989

Performance Study of Some Supercomputers Using a Sparse Matrix Benchmark.

[BibT_eX]

Harry A. G. Wijshoff

Proceedings of the Fourth SIAM Conference on Parallel Processing for Scientific Computing, 1989

Efficient Parallel Solutions of Parabolic Equations: Explicit Methods.

[BibT_eX]

Proceedings of the Fourth SIAM Conference on Parallel Processing for Scientific Computing, 1989

Efficient Parallel Solution of Parabolic Equations: Implicit Methods on the Cedar Multicluster.

[BibT_eX]

Proceedings of the Fourth SIAM Conference on Parallel Processing for Scientific Computing, 1989

On the parallel solution of parabolic equations.

[BibT_eX]

[DOI]

Proceedings of the 3rd international conference on Supercomputing, 1989

1988

Topological properties of hypercubes.

[BibT_eX]

[DOI]

Martin H. Schultz

IEEE Trans. Computers, 1988

A benchmark package for sparse matrix computations.

[BibT_eX]

[DOI]

Harry A. G. Wijshoff

Proceedings of the 2nd international conference on Supercomputing, 1988

1987

Parallel Rapid Elliptic Solvers.

[BibT_eX]

Proceedings of the Third SIAM Conference on Parallel Processing for Scientific Computing, 1987

Preconditioned Conjugate Gradient Methods for General Sparse Matrices on Shared Memory Machines.

[BibT_eX]

Edward J. Anderson

Proceedings of the Third SIAM Conference on Parallel Processing for Scientific Computing, 1987

1986

Multigrid Algorithms on the Hypercube Multiprocessor.

[BibT_eX]

[DOI]

Tony F. Chan

IEEE Trans. Computers, 1986

1974

Calcul de valeurs propres de grandes matrices hermitiennes par des techniques de partitionnement.

[BibT_eX]

[DOI]

PhD thesis, 1974

Shifts of Origin for the QR Algorithm.

[BibT_eX]