Reinhard Heckel Dr. sc. techn.

Additional Information

Reinhard's current web page is: http://www.reinhardheckel.com.

Note: Reinhard Heckel is no longer with our group.

Publications

• Journal Papers and Manuscripts
  • Dimensionality-reduced subspace clustering
    R. Heckel, M. Tschannen, and H. Bölcskei, Information and Inference: A Journal of the IMA, Vol. 6, No. 3, pp. 246-283, Sept. 2017.
  • Robust subspace clustering via thresholding
    R. Heckel and H. Bölcskei, IEEE Transactions on Information Theory, Vol. 61, No. 11, pp. 6320-6342, Nov. 2015.
  • Super-Resolution Radar
    R. Heckel, V. I. Morgenshtern, and M. Soltanolkotabi, arXiv, Nov. 2014, submitted.
  • Identification of sparse linear operators
    R. Heckel and H. Bölcskei, IEEE Transactions on Information Theory, Vol. 59, No. 12, pp. 7985-8000, Dec. 2013.
  • Bounds on the Average Sensitivity of Nested Canalizing Functions
    J. Klotz, R. Heckel, and S. Schober, PLOS one, May 2013.
  • Harmonic analysis of Boolean networks: determinative power and perturbations
    R. Heckel, S. Schober, and M. Bossert, EURASIP Journal on Bioinformatics and Systems Biology, May 2013.
  • Detecting controlling nodes of Boolean regulatory networks
    S. Schober, D. Kracht, R. Heckel, and M. Bossert, EURASIP Journal on Bioinformatics and Systems Biology, Oct. 2011.

• Conference, Symposium, and Workshop Papers
  • Subspace clustering of dimensionality-reduced data
    R. Heckel, M. Tschannen, and H. Bölcskei, Proc. of IEEE International Symposium on Information Theory (ISIT), Honolulu, HI, pp. 2997-3001, July 2014.
  • Compressive nonparametric graphical model selection for time series
    A. Jung, R. Heckel, H. Bölcskei, and F. Hlawatsch, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 769-773, May 2014.
  • Neighborhood selection for thresholding-based subspace clustering
    R. Heckel, E. Agustsson, and H. Bölcskei, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 6761-6765, May 2014.
  • Noisy subspace clustering via thresholding
    R. Heckel and H. Bölcskei, Proc. of IEEE International Symposium on Information Theory (ISIT), Istanbul, Turkey, pp. 1382-1386, July 2013.
  • Subspace clustering via thresholding and spectral clustering
    R. Heckel and H. Bölcskei, Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, pp. 3263-3267, May 2013.
  • Joint sparsity with different measurement matrices
    R. Heckel and H. Bölcskei, Allerton Conference on Communication, Control, and Computing, Monticello, IL, pp. 698-702, Oct. 2012, (invited paper).
  • Determinative power and perturbations in Boolean networks
    R. Heckel, S. Schober, and M. Bossert, 9th International Workshop on Computational Systems Biology, 31–34, June 2012.
  • Compressive identification of linear operators
    R. Heckel and H. Bölcskei, Proc. of IEEE International Symposium on Information Theory (ISIT), St. Petersburg, Russia, pp. 1412-1416, Aug. 2011.
  • Spectral properties of a Boolean model of the E.coli genetic network and its implication on network inference
    S. Schober, R. Heckel, and D. Kracht, 7th International Workshop on Computational Systems Biology, Luxembourg, June 2010.
  • On random Boolean threshold networks
    R. Heckel, S. Schober, and M. Bossert, International ITG Conference on Source and Channel Coding, Singen, Germany, Jan. 2010.

Supervised Theses

• Diploma Theses
  • Dünner, Celestine, "Performance Analysis of Spectral Clustering with Application to Subspace Clustering," Fall semester 2014
    Supervisor(s): Michael Tschannen, Reinhard Heckel
  • Chenot, Cécile, "Line Spectral Estimation Using Atomic Norm Minimization," Fall semester 2013
    Supervisor(s): Céline Aubel, Reinhard Heckel
  • Tschannen, Michael, "Dimensionality Reduction for Sparse Subspace Clustering," Fall semester 2013
    Supervisor(s): Reinhard Heckel
  • Pappalardo, Irene, "Identification of Wireless Channels," Fall semester 2011
    Supervisor(s): Reinhard Heckel

• Student Projects
  • Agustsson, Eirikur, "Subspace Clustering via Spectral Clustering," Spring semester 2013
    Supervisor(s): Reinhard Heckel
  • Vogel, Pirmin, "Structure in Sparse Recovery Problems," Fall semester 2011
    Supervisor(s): Reinhard Heckel, Graeme Pope
  • Sutter, David, "Kashin Representations," Spring semester 2011
    Supervisor(s): Graeme Pope, Reinhard Heckel