Katherine Henneberger

most citedHyperspectral Band Selection based on Generalized 3DTV and Tensor CUR Decomposition

1 citations · 1 across the 3 of their papers we have counts for

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math.OC2024

Power of $ℓ_{1}$ -Norm Regularized Kaczmarz Algorithms for High-Order Tensor Recovery

Katherine Henneberger, Jing Qin

Tensors serve as a crucial tool in the representation and analysis of complex, multi-dimensional data. As data volumes continue to expand, there is an increasing demand for develop…

math.OC2023

Log-Sum Regularized Kaczmarz Algorithms for High-Order Tensor Recovery

Katherine Henneberger, Jing Qin

Sparse and low rank tensor recovery has emerged as a significant area of research with applications in many fields such as computer vision. However, minimizing the $ℓ_{0}$ -norm of…

Power of ℓ1​-Norm Regularized Kaczmarz Algorithms for High-Order Tensor Recovery

Log-Sum Regularized Kaczmarz Algorithms for High-Order Tensor Recovery

Power of $ℓ_{1}$ -Norm Regularized Kaczmarz Algorithms for High-Order Tensor Recovery