| Michael S. Ackermann |
Leveraging Numerical Linear Algebra for Robust Learning of Optimal H2 models from time-domain data |
| Robin Armstrong |
Collect, Commit, Expand: an Efficient Strategy for Column Subset Selection on Extremely Wide Matrices |
| David S. Bindel |
Birkhoff Averages, Invariant Sets, and Adaptive Filtering |
| Erik G Boman |
Parallel Incomplete Factorization Preconditioners |
| Erin Carson |
The Stability of Split-Preconditioned FGMRES in Four Precisions |
| Fei Chen |
Convergence Behavior of GMRES on Tridiagonal Toeplitz Systems |
| Tyler Chen |
Preconditioning without a preconditioner: faster ridge-regression and Gaussian sampling with randomized block Krylov methods |
| Edmond Chow |
Online Machine Learning for Solving a Sequence of Linear Systems |
| Julianne Chung |
Efficient sample average approximation techniques for hyperparameter estimation in Bayesian inverse problems |
| Alice Cortinovis |
Fast Randomized Column Subset Selection Using Strong Rank-revealing QR |
| Anil Damle |
Rank-revealing QR factorizations: applications, algorithms, and theory |
| James Demmel |
On Minimizing Arithmetic and Communication Complexity of Jacobi’s Eigenvalue Method: Review and Beyond |
| Yijun Dong |
Toward Fast and Provable Data Selection under Low Intrinsic Dimension |
| Vladimir Druskin |
Nonlinear inverse scattering data transforms via casual transmutation matrices |
| Malena I. Español |
Variable Projection Methods for Regularized Separable Nonlinear Inverse Problems |
| Srinivas Eswar |
Bayesian Optimal Experiment Design via Column Subset Selection |
| Paola Ferrari |
Multigrid Methods for Solving Indefinite Problems in Port-Hamiltonian Systems |
| Isabella Furci |
Analysis on aggregation and block smoothers in multigrid methods for block structured linear systems |
| Nithin Govindarajan |
Towards Efficient Algorithms for Approximately Solving (Overdetermined) Systems of Polynomial Equations |
| Sophia Keip |
QCLAB: A MATLAB Toolbox for Quantum Numerical Linear Algebra |
| Misha E. Kilmer |
A Memory-efficient MM-GKS Variant for Large-scale Dynamic or Streaming Inverse Problems |
| Daniel Kressner |
Randomized solvers for joint eigenvalue problems |
| Hei Yin Lam |
Randomized low-rank Runge-Kutta methods |
| Rich Lehoucq |
Optimal accuracy for linear sets of equations with the graph Laplacian |
| Ren-Cang Li |
The NPDo Approach For Optimization On The Stiefel Manifold with Applications |
| Xiaobo Liu |
Mixed precision HODLR matrices |
| Robert Luce |
A MATLAB Toolbox for Toeplitz-Like Matrix Computations |
| Linjian Ma |
Efficient tensor network contraction algorithms |
| Roummel Marcia |
Inverse Eigenvalue Difference Problems Arising in Quantum Sensing |
| Karl Meerbergen |
Shift-and-invert Arnoldi for singular eigenvalue problems |
| Agnieszka Międlar |
On the Convergence of the CROP-Anderson Acceleration Method |
| Tim Mitchell |
Interpolation-Based Algorithms to Compute the H-infinity Norm of a Parametric System |
| Uria Mor |
Quasitubal Tensor Framework: Applications to Multiway Functional Data Analysis |
| James Nagy |
Inverse Problems, Kronecker Products and Mixed Precision Computations |
| Lucas Onisk |
Mixed Precision Iterative Refinement for Linear Inverse Problems |
| Carolin Penke |
Using a Blocked Adaptive Randomized Range Finder to Reduce Memory Requirements in Deep Learning Based on the Householder QR Decomposition |
| Vasilije Perović |
A hybrid method for computing a few singular triplets of very large sparse matrices |
| Anshul Prajapati |
Optimizing Rayleigh quotient with symmetric constraints and its application to eigenvalue backward errors of polynomial and rational eigenvalue problems |
| Leonardo Robol |
Preconditioned Low-Rank Riemannian Optimization for Symmetric Positive Definite Linear Matrix Equations |
| Michael Saunders |
Algorithm NCL for constrained optimization: Solving the linear systems within interior methods |
| Nian Shao |
Randomized small-block Lanczos for null space computations |
| Tianyi Shi |
Data-parallel adaptive tensor-train cross approximation |
| Kirk M. Soodhalter |
Filtration of Lanczos vectors in hybrid CG Tikhonov iteration |
| Martin Stoll |
Adaptive rational Krylov methods for exponential Runge-Kutta integrators on networks |
| Christine Tobler |
Quantum Computing in MATLAB |
| Alex Townsend |
The Quest for a Numerically Stable Multivariate Polynomial Rootfinder |
| Christopher Wang |
When does the randomized SVD actually compute an SVD? Randomized subspace approximation beyond singular value gaps |
| Liron Mor Yosef |
Efficient Classical-Quantum Algorithms for Matrix Encoding |