26 citations · 91 across the 16 of their papers we have counts for
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math.NA2014★ 8 cited
Optimal Regularization Parameters for General-Form Tikhonov Regularization
Julianne Chung, Malena I. Español, Tuan Nguyen
In this work we consider the problem of finding optimal regularization parameters for general-form Tikhonov regularization using training data. We formulate the general-form Tikhon…
math.NA2014★ 21 cited
An Efficient Approach for Computing Optimal Low-Rank Regularized Inverse Matrices
Julianne Chung, Matthias Chung
Standard regularization methods that are used to compute solutions to ill-posed inverse problems require knowledge of the forward model. In many real-life applications, the forward…