26 citations · 91 across the 16 of their papers we have counts for
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math.NA2023
Flexible Krylov Methods for Group Sparsity Regularization
Julianne Chung, Malena Sabaté Landman
This paper introduces new solvers for efficiently computing solutions to large-scale inverse problems with group sparsity regularization, including both non-overlapping and overlap…
math.NA2023
Goal-oriented Uncertainty Quantification for Inverse Problems via Variational Encoder-Decoder Networks
Babak Maboudi Afkham, Julianne Chung, Matthias Chung
In this work, we describe a new approach that uses variational encoder-decoder (VED) networks for efficient goal-oriented uncertainty quantification for inverse problems. Contrary…