Christoph Brauer

Publications (Selection)complete list

1. C. Brauer, N. Breustedt, T. de Wolff, D. Lorenz.
   Learning variational models with unrolling and bilevel optimization.
   Analysis and Applications, 22(3):569-617, World Scientific, 2024.

   DOI: 10.1142/S0219530524400037
   online at: https://arxiv.org/abs/2209.12651

2. C. Brauer, D. Lorenz.
   Complexity and applications of the homotopy principle for uniformly constrained sparse minimization.
   Applied Mathematics & Optimization, 82(3):1-34, 2020.

   DOI: 10.1007/s00245-019-09565-2

3. C. Brauer, Z. Zhao, T. Fingscheidt.
   Learning to de- quantize speech signals by primal-dual networks: an approach for acoustic sensor networks.
   IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
   

   DOI: 10.1109/ICASSP.2019.8683341

4. C. Brauer, D. Lorenz, A. Tillmann.
   A primal-dual homotopy algorithm for ℓ1 -minimization with ℓ∞ -constraints.
   Computational Optimization and Applications, 70:443-478, 2018.

   DOI: 10.1007/s10589-018-9983-4
   online at: http://arxiv.org/abs/1601.10022

5. C. Brauer, C. Clason, D. Lorenz, B. Wirth.
   A Sinkhorn-Newton method for entropic optimal transport.
   NIPS Workshop on Optimal Transport and Machine Learning.
   

   online at: http://arxiv.org/abs/171006635