9 citations · 11 across the 7 of their papers we have counts for
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math.NA2022
Online Signal Recovery via Heavy Ball Kaczmarz
Benjamin Jarman, Yotam Yaniv, Deanna Needell
Recovering a signal from a sequence of linear measurements is an important problem in areas such as computerized tomography and compressed sensing. In thi…
math.NA2022★ 9 cited
On Block Accelerations of Quantile Randomized Kaczmarz for Corrupted Systems of Linear Equations
Lu Cheng, Benjamin Jarman, Deanna Needell +1
With the growth of large data as well as large-scale learning tasks, the need for efficient and robust linear system solvers is greater than ever. The randomized Kaczmarz method (R…
cs.LG2022
Guided Semi-Supervised Non-negative Matrix Factorization on Legal Documents
Pengyu Li, Christine Tseng, Yaxuan Zheng +4
Classification and topic modeling are popular techniques in machine learning that extract information from large-scale datasets. By incorporating a priori information such as label…