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Dr. Christoph Brauer

Externer wissenschaftlicher Mitarbeiter der AG Inverse Problems and Imaging


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, L. Tondji.
    Group equivariant networks for leakage detection in vacuum bagging.
    30th European Signal Processing Confer- ence, EUSIPCO 2022.

    online at: https://eurasip.org/Proceedings/Eusipco/Eusipco2022/pdfs/0001437.pdf

  3. 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

  4. C. Brauer, D. Lorenz.
    Ergodic bilevel oprimization.
    SPARS 2019.
  5. C. Brauer, Z. Zhao, D. Lorenz, T. Fingscheidt.
    Learning to dequantize 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