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cs.IT2025
Deep Unfolding of Fixed-Point Based Algorithm for Weighted Sum Rate Maximization
Jan Christian Hauffen, Chee Wei Tan, Giuseppe Caire
In this paper, we propose a novel approach that harnesses the standard interference function, specifically tailored to address the unique challenges of non-convex optimization in w…
cs.IT2022
Algorithm Unfolding for Block-sparse and MMV Problems with Reduced Training Overhead
Jan Christian Hauffen, Peter Jung, Nicole Mücke
In this paper we consider algorithm unfolding for the Multiple Measurement Vector (MMV) problem in the case where only few training samples are available. Algorithm unfolding has b…