Laura Grigori

1. Randomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software
   2023/02/22 by Riley Murray, James Demmel, Murray, Riley +23 · 9 citations
   Computer Science · Mathematics · #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications #Parallel Computing and Optimization Techniques
2. Randomized Gram--Schmidt Process with Application to GMRES
   2022/06/01 by Oleg Balabanov, Laura Grigori · 4 citations
   Computer Science · Engineering · #Matrix Theory and Algorithms #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Communication-optimal parallel and sequential QR and LU factorizations
   2008/08/19 by James Demmel, Laura Grigori, Demmel, James +5 · 2 citations
   Computer Science · #65F05 #FOS: Mathematics #Interconnection Networks and Systems #Numerical Analysis (math.NA) #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques
4. Randomized Implicitly Restarted Arnoldi method for the non-symmetric eigenvalue problem
   2024/07/03 by Jean-Guillaume de Damas, de Damas, Jean-Guillaume, Laura Grigori +1 · 2 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
5. Accelerating the Canonical Polyadic Alternating Least Squares Optimization via a Randomized Interpolative Decomposition
   2026/07/24 by Israa Fakih, Laura Grigori, Karl Pierce
   #math.NA #cs.NA