Robust Statistics for High-dimensional Data

Project Details

Short titleAKA-Robust
StatusActive
Effective start/end date01/09/201631/08/2020

Research Output

  • 6 Conference contribution
  • 2 Article

Optimal shrinkage covariance matrix estimation under random sampling from elliptical distributions

Ollila, E. & Raninen, E., 15 May 2019, In : IEEE Transactions on Signal Processing. 67, 10, p. 2707-2719 13 p., 8676095.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
  • 1 Citation (Scopus)

    Robust Least Mean Squares Estimation of Graph Signals

    Miettinen, J., Vorobyov, S. & Ollila, E., 1 May 2019, 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019; Brighton; United Kingdom; 12-17 May 2019 : Proceedings. IEEE, p. 5416-5420 5 p. 8683193. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
  • 1 Citation (Scopus)
    24 Downloads (Pure)

    Spectral Shrinkage of Tyler's M-Estimator of Covariance Matrix

    Breloy, A., Ollila, E. & Pascal, F., 1 Dec 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings. IEEE, p. 535-538 4 p. 9022652

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
  • 38 Downloads (Pure)