3 citations · 5 across the 13 of their papers we have counts for
4 papers · 1 filter
Randomized Kaczmarz methods for t-product tensor linear systems with factorized operators
Alejandra Castillo, Jamie Haddock, Iryna Hartsock +7
Randomized iterative algorithms, such as the randomized Kaczmarz method, have gained considerable popularity due to their efficacy in solving matrix-vector and matrix-matrix regres…
The text2term tool to map free-text descriptions of biomedical terms to ontologies
Rafael S. Gonçalves, Jason Payne, Amelia Tan +3
There is an ongoing need for scalable tools to aid researchers in both retrospective and prospective standardization of discrete entity types -- such as disease names, cell types o…
Block Matrix and Tensor Randomized Kaczmarz Methods for Linear Feasibility Problems
Minxin Zhang, Jamie Haddock, Deanna Needell
The randomized Kaczmarz methods are a popular and effective family of iterative methods for solving large-scale linear systems of equations, which have also been applied to linear…
On Quantile Randomized Kaczmarz for Linear Systems with Time-Varying Noise and Corruption
Nestor Coria, Jamie Haddock, Jaime Pacheco
Large-scale systems of linear equations arise in machine learning, medical imaging, sensor networks, and in many areas of data science. When the scale of the systems are extreme, i…