Search Results for author: Juliane Sigl

Found 1 papers, 1 papers with code

Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery

1 code implementation15 Mar 2017 Christian Kümmerle, Juliane Sigl

We propose a new iteratively reweighted least squares (IRLS) algorithm for the recovery of a matrix $X \in \mathbb{C}^{d_1\times d_2}$ of rank $r \ll\min(d_1, d_2)$ from incomplete linear observations, solving a sequence of low complexity linear problems.

Numerical Analysis Information Theory Information Theory Optimization and Control

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