Saad, Yousef
- Approximating spectral densities of large matrices
2013/08/26 by Lin Lin, Yousef Saad, Lin, Lin +3 · 7 citations
Computer Science · #Matrix Theory and Algorithms #Quantum Information and Cryptography #Quantum Computing Algorithms and Architecture
- Graph coarsening: From scientific computing to machine learning
2021/06/22 by Jie Chen, Chen, Jie, Yousef Saad +3 · 5 citations
Biochemistry, Genetics and Molecular Biology · Engineering · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Photonic Crystals and Applications #Surface Chemistry and Catalysis
- Efficient estimation of eigenvalue counts in an interval
2013/08/20 by Edoardo Di Napoli, Eric Polizzi, Di Napoli, Edoardo +3 · 4 citations
Computer Science · #FOS: Mathematics #Matrix Theory and Algorithms #Neural Networks and Applications #Numerical Analysis (math.NA) #Rough Sets and Fuzzy Logic
- Iterative methods for linear systems of equations: A brief historical\n journey
2019/08/02 by Yousef Saad, Saad, Yousef · 3 citations
Computer Science · Mathematics · #FOS: Mathematics #History and Overview (math.HO) #History and Theory of Mathematics #Iterative Methods for Nonlinear Equations #Matrix Theory and Algorithms
- A Thick-Restart Lanczos algorithm with polynomial filtering for Hermitian eigenvalue problems
2015/12/26 by Li, Ruipeng, Xi, Yuanzhe, Vecharynski, Eugene +2 · 2 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- A rational approximation method for the nonlinear eigenvalue problem
2019/01/04 by Yousef Saad, Saad, Yousef, Mohamed El-Guide +3 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #15A18 #41A20 #47J10 #65F15 #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- Graph partitioning using matrix values for preconditioning symmetric\n positive definite systems
2011/10/26 by Eugene Vecharynski, Yousef Saad, Vecharynski, Eugene +3 · 1 citation
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Numerical methods for differential equations
- Fast updating algorithms for latent semantic indexing
2013/10/08 by Eugene Vecharynski, Vecharynski, Eugene, Yousef Saad +1 · 1 citation
Computer Science · #Algorithms and Data Compression #FOS: Mathematics #Neural Networks and Applications #Numerical Analysis (math.NA) #Topic Modeling
- The Eigenvalues Slicing Library (EVSL): Algorithms, Implementation, and Software
2018/02/14 by Ruipeng Li, Yuanzhe Xi, Li, Ruipeng +5 · 1 citation
Computer Science · Engineering · Mathematics · #Matrix Theory and Algorithms #Sparse and Compressive Sensing Techniques #Advanced Optimization Algorithms Research
- Sampling and multilevel coarsening algorithms for fast matrix\n approximations
2017/11/01 by Shashanka Ubaru, Yousef Saad, Ubaru, Shashanka +1 · 1 citation
Computer Science · Engineering · #15A18 #15A69 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- SMASH: Structured matrix approximation by separation and hierarchy
2017/05/15 by Difeng Cai, Cai, Difeng, Edmond Chow +5 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Electromagnetic Scattering and Analysis #Electromagnetic Simulation and Numerical Methods #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA)
- A rational approximation method for solving acoustic nonlinear\n eigenvalue problems
2019/06/07 by Mohamed El-Guide, El-Guide, Mohamed, Agnieszka Międlar +3 · 1 citation
Engineering · #Acoustic Wave Phenomena Research #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in engineering #Structural Health Monitoring Techniques
- Anderson Acceleration with Truncated Gram-Schmidt
2024/03/22 by Ziyuan Tang, Tang, Ziyuan, Tianshi Xu +7 · 2 citations
Physics and Astronomy · #Nuclear Physics and Applications #Radiation Detection and Scintillator Technologies
- parGeMSLR: A Parallel Multilevel Schur Complement Low-Rank Preconditioning and Solution Package for General Sparse Matrices
2022/05/04 by Tianshi Xu, Vassilis Kalantzis, Xu, Tianshi +9 · 2 citations
Chemistry · Computer Science · Physics and Astronomy · #Advanced NMR Techniques and Applications #Electromagnetic Scattering and Analysis #FOS: Computer and information sciences #FOS: Mathematics #Mathematical Software (cs.MS) #Matrix Theory and Algorithms #Numerical Analysis (math.NA)
- Gradient-type subspace iteration methods for the symmetric eigenvalue problem
2023/06/17 by Foivos Alimisis, Alimisis, Foivos, Yousef Saad +3 · 1 citation
Computer Science · Mathematics · #15A18 #15A69 #Advanced Optimization Algorithms Research #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Optimization and Control (math.OC)
- Shanks and Anderson-type acceleration techniques for systems of\n nonlinear equations
2020/07/11 by Claude Brezinski, Stefano Cipolla, Brezinski, Claude +5 · 1 citation
Computer Science · Mathematics · #FOS: Mathematics #Fractional Differential Equations Solutions #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Numerical methods for differential equations