David E. Tyler

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 5

Top Topics

Covariance Matrix

Top Venues

J. Multivar. Anal.

IEEE Signal Process. Lett.

IEEE Trans. Signal Process.

J. Comput. Graph. Stat.

Publications

Klaus Nordhausen, Hannu Oja, David E. Tyler
Asymptotic and bootstrap tests for subspace dimension. J. Multivar. Anal. 188 (2022)
Elias Raninen, David E. Tyler, Esa Ollila
Linear Pooling of Sample Covariance Matrices. IEEE Trans. Signal Process. 70 (2022)
Elias Raninen, Esa Ollila, David E. Tyler
On the Variability of the Sample Covariance Matrix Under Complex Elliptical Distributions. IEEE Signal Process. Lett. 28 (2021)
Mengxi Yi, David E. Tyler
Shrinking the Covariance Matrix Using Convex Penalties on the Matrix-Log Transformation. J. Comput. Graph. Stat. 30 (2) (2021)
Klaus Nordhausen, Hannu Oja, David E. Tyler, Joni Virta
Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian Subspace. IEEE Signal Process. Lett. 24 (6) (2017)
Alexander Dürre, Daniel Vogel, David E. Tyler
Corrigendum to "The spatial sign covariance matrix with unknown location" [J. Multivariate Analysis 130 (2014) 107-117]. J. Multivar. Anal. 134 (2015)
Esa Ollila, David E. Tyler
Regularized M-Estimators of Scatter Matrix. IEEE Trans. Signal Process. 62 (22) (2014)
Alexander Dürre, Daniel Vogel, David E. Tyler
The spatial sign covariance matrix with unknown location. J. Multivar. Anal. 130 (2014)
Graciela Boente, Matías Salibián Barrera, David E. Tyler
A characterization of elliptical distributions and some optimality properties of principal components for functional data. J. Multivar. Anal. 131 (2014)
Esa Ollila, David E. Tyler, Visa Koivunen, H. Vincent Poor
Compound-Gaussian Clutter Modeling With an Inverse Gaussian Texture Distribution. IEEE Signal Process. Lett. 19 (12) (2012)
Esa Ollila, David E. Tyler
Distribution-free detection under complex elliptically symmetric clutter distribution. SAM (2012)
Esa Ollila, David E. Tyler, Visa Koivunen, H. Vincent Poor
Complex Elliptically Symmetric Distributions: Survey, New Results and Applications. IEEE Trans. Signal Process. 60 (11) (2012)
Dorin Comaniciu, Peter Meer, David E. Tyler
Dissimilarity computation through low rank corrections. Pattern Recognit. Lett. 24 (1-3) (2003)
Haifeng Chen, Peter Meer, David E. Tyler
Robust Regression for Data with Multiple Structures. CVPR (1) (2001)
Peter Meer, Charles V. Stewart, David E. Tyler
Robust Computer Vision: An Interdisciplinary Challenge. Comput. Vis. Image Underst. 78 (1) (2000)