Matthew Anderson

According to our database, Matthew Anderson authored at least 26 papers between 2010 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

Complex Independent Component Analysis Using Three Types of Diversity: Non-Gaussianity, Nonwhiteness, and Noncircularity.

Gengshen Fu, Ronald Phlypo, Matthew Anderson, Tülay Adali

IEEE Trans. Signal Process., 2015

General Nonunitary Constrained ICA and its Application to Complex-Valued fMRI Data.

Pedro A. Rodriguez, Matthew Anderson, Vince D. Calhoun, Tülay Adali

IEEE Trans. Biomed. Eng., 2015

Independent vector analysis by entropy rate bound minimization.

Gengshen Fu, Matthew Anderson, Tülay Adali

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

2014

General Non-Orthogonal Constrained ICA.

Pedro A. Rodriguez, Matthew Anderson, Xi-Lin Li, Tülay Adali

IEEE Trans. Signal Process., 2014

Blind Source Separation by Entropy Rate Minimization.

Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali

IEEE Trans. Signal Process., 2014

Likelihood Estimators for Dependent Samples and Their Application to Order Detection.

Gengshen Fu, Matthew Anderson, Tülay Adali

IEEE Trans. Signal Process., 2014

Independent Vector Analysis: Identification Conditions and Performance Bounds.

Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali

IEEE Trans. Signal Process., 2014

Diversity in Independent Component and Vector Analyses: Identifiability, algorithms, and applications in medical imaging.

Tülay Adali, Matthew Anderson, Gengshen Fu

IEEE Signal Process. Mag., 2014

ICA and IVA: Theory, connections, and applications to medical imaging.

Tülay Adali, Matthew Anderson, Gengshen Fu

Proceedings of the International Conference on Systems, Signals and Image Processing, 2014

An efficient entropy rate estimator for complex-valued signal processing: Application to ICA.

Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Algorithms for Markovian source separation by entropy rate minimization.

Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali

Proceedings of the IEEE International Conference on Acoustics, 2013

Independent vector analysis, the Kotz distribution, and performance bounds.

Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering.

Hualiang Li, Xi-Lin Li, Matthew Anderson, Tülay Adali

IEEE Trans. Signal Process., 2012

Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis.

Matthew Anderson, Tülay Adali, Xi-Lin Li

IEEE Trans. Signal Process., 2012

Complex-valued independent vector analysis: Application to multivariate Gaussian model.

Matthew Anderson, Xi-Lin Li, Tülay Adali

Signal Process., 2012

Order detection for dependent samples using entropy rate.

Gengshen Fu, Hualiang Li, Matthew Anderson, Tülay Adali

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

An effective decoupling method for matrix optimization and its application to the ICA problem.

Matthew Anderson, Xi-Lin Li, Pedro A. Rodriguez, Tülay Adali

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

IVA and ICA: Use of diversity in independent decompositions.

Tülay Adali, Matthew Anderson, Gengshen Fu

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Noncircular Principal Component Analysis and Its Application to Model Selection.

Xi-Lin Li, Tülay Adali, Matthew Anderson

IEEE Trans. Signal Process., 2011

Joint blind source separation by generalized joint diagonalization of cumulant matrices.

Xi-Lin Li, Tülay Adali, Matthew Anderson

Signal Process., 2011

A maximum likelihood approach for independent vector analysis of Gaussian data sets.

Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

IVA for multi-subject FMRI analysis: A comparative study using a new simulation toolbox.

Josselin T. Dea, Matthew Anderson, Elena A. Allen, Vince D. Calhoun, Tülay Adali

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions.

Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization.

Xi-Lin Li, Matthew Anderson, Tülay Adali

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model.

Matthew Anderson, Xi-Lin Li, Tülay Adali

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

A General Approach for Robustification of ICA Algorithms.

Matthew Anderson, Tülay Adali

Proceedings of the Latent Variable Analysis and Signal Separation, 2010