Laura Grigori

Orcid: 0000-0002-5880-1076

According to our database1, Laura Grigori authored at least 88 papers between 2000 and 2024.

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Bibliography

2024
Communication Lower Bounds and Optimal Algorithms for Multiple Tensor-Times-Matrix Computation.
SIAM J. Matrix Anal. Appl., March, 2024

Communication Lower Bounds and Optimal Algorithms for Symmetric Matrix Computations.
CoRR, 2024

Randomized Implicitly Restarted Arnoldi method for the non-symmetric eigenvalue problem.
CoRR, 2024

Randomized Householder QR.
CoRR, 2024

2023
Factorized structure of the long-range two-electron integrals tensor and its application in quantum chemistry.
J. Comput. Phys., November, 2023

Interpretation of parareal as a two-level additive Schwarz in time preconditioner and its acceleration with GMRES.
Numer. Algorithms, September, 2023

An Improved Analysis and Unified Perspective on Deterministic and Randomized Low-Rank Matrix Approximation.
SIAM J. Matrix Anal. Appl., June, 2023

A Directional Equispaced Interpolation-Based Fast Multipole Method for Oscillatory Kernels.
SIAM J. Sci. Comput., February, 2023

Randomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software.
CoRR, 2023

Randomized Orthogonal Projection Methods for Krylov Subspace Solvers.
CoRR, 2023

A parareal algorithm for a highly oscillating Vlasov-Poisson system with reduced models for the coarse solving.
Comput. Math. Appl., 2023

Parallel Memory-Independent Communication Bounds for SYRK.
Proceedings of the 35th ACM Symposium on Parallelism in Algorithms and Architectures, 2023

Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Block Subsampled Randomized Hadamard Transform for Nyström Approximation on Distributed Architectures.
Proceedings of the International Conference on Machine Learning, 2023

2022
Randomized Gram-Schmidt Process with Application to GMRES.
SIAM J. Sci. Comput., 2022

Block subsampled randomized Hadamard transform for low-rank approximation on distributed architectures.
CoRR, 2022

Tight Memory-Independent Parallel Matrix Multiplication Communication Lower Bounds.
CoRR, 2022

MAPPRAISER: A massively parallel map-making framework for multi-kilo pixel CMB experiments.
Astron. Comput., 2022

Brief Announcement: Tight Memory-Independent Parallel Matrix Multiplication Communication Lower Bounds.
Proceedings of the SPAA '22: 34th ACM Symposium on Parallelism in Algorithms and Architectures, Philadelphia, PA, USA, July 11, 2022

2021
Recycling Krylov Subspaces and Truncating Deflation Subspaces for Solving Sequence of Linear Systems.
ACM Trans. Math. Softw., 2021

Adaptive Hierarchical Subtensor Partitioning for Tensor Compression.
SIAM J. Sci. Comput., 2021

Parallel and Communication Avoiding Least Angle Regression.
SIAM J. Sci. Comput., 2021

A Multilevel Schwarz Preconditioner Based on a Hierarchy of Robust Coarse Spaces.
SIAM J. Sci. Comput., 2021

Lessons learned from urgent computing in Europe: Tackling the COVID-19 pandemic.
Proc. Natl. Acad. Sci. USA, 2021

Reduced model-based parareal simulations of oscillatory singularly perturbed ordinary differential equations.
J. Comput. Phys., 2021

Randomized block Gram-Schmidt process for solution of linear systems and eigenvalue problems.
CoRR, 2021

2020
Adaptive solution of linear systems of equations based on a posteriori error estimators.
Numer. Algorithms, 2020

Linear-time CUR approximation of BEM matrices.
J. Comput. Appl. Math., 2020

Accelerating linear system solvers for time domain component separation of cosmic microwave background data.
CoRR, 2020

2019
Scalable Linear Solvers Based on Enlarged Krylov Subspaces with Dynamic Reduction of Search Directions.
SIAM J. Sci. Comput., 2019

A Class of Efficient Locally Constructed Preconditioners Based on Coarse Spaces.
SIAM J. Matrix Anal. Appl., 2019

Correction to: ALORA: Affine Low-Rank Approximations.
J. Sci. Comput., 2019

ALORA: Affine Low-Rank Approximations.
J. Sci. Comput., 2019

An improved analysis and unified perspective on deterministic and randomized low rank matrix approximations.
CoRR, 2019

Parallel and Communication Avoiding Least Angle Regression.
CoRR, 2019

2018
Low Rank Approximation of a Sparse Matrix Based on LU Factorization with Column and Row Tournament Pivoting.
SIAM J. Sci. Comput., 2018

A 3D Parallel Algorithm for QR Decomposition.
Proceedings of the 30th on Symposium on Parallelism in Algorithms and Architectures, 2018

2016
Exploiting Multiple Levels of Parallelism in Sparse Matrix-Matrix Multiplication.
SIAM J. Sci. Comput., 2016

Enlarged Krylov Subspace Conjugate Gradient Methods for Reducing Communication.
SIAM J. Matrix Anal. Appl., 2016

Special issue on Parallel Matrix Algorithms and Applications (PMAA'14).
Parallel Comput., 2016

On relaxed nested factorization and combination preconditioning.
Int. J. Comput. Math., 2016

Write-Avoiding Algorithms.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

2015
Communication Avoiding ILU0 Preconditioner.
SIAM J. Sci. Comput., 2015

Communication Avoiding Rank Revealing QR Factorization with Column Pivoting.
SIAM J. Matrix Anal. Appl., 2015

Overlapping for preconditioners based on incomplete factorizations and nested arrow form.
Numer. Linear Algebra Appl., 2015

Reconstructing Householder vectors from Tall-Skinny QR.
J. Parallel Distributed Comput., 2015

2014
Block filtering decomposition.
Numer. Linear Algebra Appl., 2014

Accelerating Cosmic Microwave Background map-making procedure through preconditioning.
CoRR, 2014

Parallel spherical harmonic transforms on heterogeneous architectures (graphics processing units/multi-core CPUs).
Concurr. Comput. Pract. Exp., 2014

Performance Predictions of Multilevel Communication Optimal LU and QR Factorizations on Hierarchical Platforms.
Proceedings of the Supercomputing - 29th International Conference, 2014

Reconstructing Householder Vectors from Tall-Skinny QR.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

2013
LU Factorization with Panel Rank Revealing Pivoting and Its Communication Avoiding Version.
SIAM J. Matrix Anal. Appl., 2013

Multilevel communication optimal LU and QR factorizations for hierarchical platforms
CoRR, 2013

Communication optimal parallel multiplication of sparse random matrices.
Proceedings of the 25th ACM Symposium on Parallelism in Algorithms and Architectures, 2013

Parallel design and performance of nested filtering factorization preconditioner.
Proceedings of the International Conference for High Performance Computing, 2013

Topic 10: Parallel Numerical Algorithms - (Introduction).
Proceedings of the Euro-Par 2013 Parallel Processing, 2013

2012
Communication-optimal Parallel and Sequential QR and LU Factorizations.
SIAM J. Sci. Comput., 2012

A Class of Communication-avoiding Algorithms for Solving General Dense Linear Systems on CPU/GPU Parallel Machines.
Proceedings of the International Conference on Computational Science, 2012

A parallel two-level preconditioner for cosmic microwave background map-making.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

Hybrid Static/dynamic Scheduling for Already Optimized Dense Matrix Factorization.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

Avoiding Communication through a Multilevel LU Factorization.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

2011
SuperLU.
Proceedings of the Encyclopedia of Parallel Computing, 2011

CALU: A Communication Optimal LU Factorization Algorithm.
SIAM J. Matrix Anal. Appl., 2011

Two sides tangential filtering decomposition.
J. Comput. Appl. Math., 2011

Spherical harmonic transform on heterogeneous architectures using hybrid programming
CoRR, 2011

Generalized Filtering Decomposition
CoRR, 2011

Spherical Harmonic Transform with GPUs.
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011

2010
Hypergraph-Based Unsymmetric Nested Dissection Ordering for Sparse LU Factorization.
SIAM J. Sci. Comput., 2010

On iterative QR pre-processing in the parallel block-Jacobi SVD algorithm.
Parallel Comput., 2010

Modified tangential frequency filtering decomposition and its fourier analysis.
Numerische Mathematik, 2010

Kronecker product approximation preconditioners for convection-diffusion model problems.
Numer. Linear Algebra Appl., 2010

Saving flops in LU based shift-and-invert strategy.
J. Comput. Appl. Math., 2010

Brief announcement: Lower bounds on communication for sparse Cholesky factorization of a model problem.
Proceedings of the SPAA 2010: Proceedings of the 22nd Annual ACM Symposium on Parallelism in Algorithms and Architectures, 2010

Adapting communication-avoiding LU and QR factorizations to multicore architectures.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

2008
Symbolic and Exact Structure Prediction for Sparse Gaussian Elimination with Partial Pivoting.
SIAM J. Matrix Anal. Appl., 2008

A partitioning algorithm for block-diagonal matrices with overlap.
Parallel Comput., 2008

Parallel matrix algorithms and applications.
Parallel Comput., 2008

Communication-avoiding parallel and sequential QR factorizations
CoRR, 2008

Communication avoiding Gaussian elimination.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

2007
Parallel Symbolic Factorization for Sparse LU with Static Pivoting.
SIAM J. Sci. Comput., 2007

Towards an accurate performance modeling of parallel sparse factorization.
Appl. Algebra Eng. Commun. Comput., 2007

2004
Performance Analysis of Parallel Right-Looking Sparse LU Factorization on Two Dimensional Grids of Processors.
Proceedings of the Applied Parallel Computing, 2004

2003
A Note on the Column Elimination Tree.
SIAM J. Matrix Anal. Appl., 2003

2002
A new scheduling algorithm for parallel sparse LU factorization with static pivoting.
Proceedings of the 2002 ACM/IEEE conference on Supercomputing, 2002

2001
Prédiction de structure et algorithmique parallèle pour la factorisation LU des matrices creuses.
PhD thesis, 2001

A Framework for Efficient Sparse LU Factorization in a Cluster Based Platform.
Proceedings of the Advanced Environments, 2001

A parallel algorithm for sparse symbolic LU factorization without pivoting on out-of-core matrices.
Proceedings of the 15th international conference on Supercomputing, 2001

2000
Using Postordering and Static Symbolic Factorization for Parallel Sparse LU.
Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS'00), 2000


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