Regularized Robust Estimation of Mean and Covariance Matrix Under Heavy-Tailed Distributions

Ying Sun, Prabhu Babu, Daniel Pérez Palomar. Regularized Robust Estimation of Mean and Covariance Matrix Under Heavy-Tailed Distributions. IEEE Transactions on Signal Processing, 63(12):3096-3109, 2015. [doi]

@article{SunBP15,
  title = {Regularized Robust Estimation of Mean and Covariance Matrix Under Heavy-Tailed Distributions},
  author = {Ying Sun and Prabhu Babu and Daniel Pérez Palomar},
  year = {2015},
  doi = {10.1109/TSP.2015.2417513},
  url = {http://doi.ieeecomputersociety.org/10.1109/TSP.2015.2417513},
  researchr = {https://researchr.org/publication/SunBP15},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Signal Processing},
  volume = {63},
  number = {12},
  pages = {3096-3109},
}