Matthew Anderson

27 papers Misc 7Journal 13Unranked 7
YearRankTypeTitle / Venue / Authors
2015 J jnl
Complex Independent Component Analysis Using Three Types of Diversity: Non-Gaussianity, Nonwhiteness, and Noncircularity.
IEEE Trans. Signal Process.
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Tülay Adali
2015 J jnl
General Nonunitary Constrained ICA and its Application to Complex-Valued fMRI Data.
IEEE Trans. Biomed. Eng.
Pedro A. Rodriguez, Matthew Anderson, Vince D. Calhoun, Tülay Adali
2015 Misc conf
Independent vector analysis by entropy rate bound minimization.
CISS
Gengshen Fu, Matthew Anderson, Tülay Adali
2014 Misc conf
An efficient entropy rate estimator for complex-valued signal processing: Application to ICA.
ICASSP
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
2014 J jnl
Blind Source Separation by Entropy Rate Minimization.
IEEE Trans. Signal Process.
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
2014 J jnl
Diversity in Independent Component and Vector Analyses: Identifiability, algorithms, and applications in medical imaging.
IEEE Signal Process. Mag.
Tülay Adali, Matthew Anderson, Gengshen Fu
2014 J jnl
General Non-Orthogonal Constrained ICA.
IEEE Trans. Signal Process.
Pedro A. Rodriguez, Matthew Anderson, Xi-Lin Li, Tülay Adali
2014 — conf
ICA and IVA: Theory, connections, and applications to medical imaging.
IWSSIP
Tülay Adali, Matthew Anderson, Gengshen Fu
2014 J jnl
Independent Vector Analysis: Identification Conditions and Performance Bounds.
IEEE Trans. Signal Process.
Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali
2014 J jnl
Likelihood Estimators for Dependent Samples and Their Application to Order Detection.
IEEE Trans. Signal Process.
Gengshen Fu, Matthew Anderson, Tülay Adali
2013 Misc conf
Algorithms for Markovian source separation by entropy rate minimization.
ICASSP
Gengshen Fu, Ronald Phlypo, Matthew Anderson, Xi-Lin Li, Tülay Adali
2013 J jnl
Independent Vector Analysis: Identification Conditions and Performance Bounds
CoRR
Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali
2013 Misc conf
Independent vector analysis, the Kotz distribution, and performance bounds.
ICASSP
Matthew Anderson, Gengshen Fu, Ronald Phlypo, Tülay Adali
2012 J jnl
A Class of Adaptive Algorithms Based on Entropy Estimation Achieving CRLB for Linear Non-Gaussian Filtering.
IEEE Trans. Signal Process.
Hualiang Li, Xi-Lin Li, Matthew Anderson, Tülay Adali
2012 Misc conf
An effective decoupling method for matrix optimization and its application to the ICA problem.
ICASSP
Matthew Anderson, Xi-Lin Li, Pedro A. Rodriguez, Tülay Adali
2012 J jnl
Complex-valued independent vector analysis: Application to multivariate Gaussian model.
Signal Process.
Matthew Anderson, Xi-Lin Li, Tülay Adali
2012 — conf
IVA and ICA: Use of diversity in independent decompositions.
EUSIPCO
Tülay Adali, Matthew Anderson, Gengshen Fu
2012 J jnl
Joint Blind Source Separation With Multivariate Gaussian Model: Algorithms and Performance Analysis.
IEEE Trans. Signal Process.
Matthew Anderson, Tülay Adali, Xi-Lin Li
2012 Misc conf
Order detection for dependent samples using entropy rate.
ICASSP
Gengshen Fu, Hualiang Li, Matthew Anderson, Tülay Adali
2011 — conf
A maximum likelihood approach for independent vector analysis of Gaussian data sets.
MLSP
Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali
2011 — conf
IVA for multi-subject FMRI analysis: A comparative study using a new simulation toolbox.
MLSP
Josselin T. Dea, Matthew Anderson, Elena A. Allen, Vince D. Calhoun, Tülay Adali
2011 J jnl
Joint blind source separation by generalized joint diagonalization of cumulant matrices.
Signal Process.
Xi-Lin Li, Tülay Adali, Matthew Anderson
2011 Misc conf
Joint blind source separation from second-order statistics: Necessary and sufficient identifiability conditions.
ICASSP
Javier Vía, Matthew Anderson, Xi-Lin Li, Tülay Adali
2011 J jnl
Noncircular Principal Component Analysis and Its Application to Model Selection.
IEEE Trans. Signal Process.
Xi-Lin Li, Tülay Adali, Matthew Anderson
2010 — conf
A General Approach for Robustification of ICA Algorithms.
LVA/ICA
Matthew Anderson, Tülay Adali
2010 — conf
Nonorthogonal Independent Vector Analysis Using Multivariate Gaussian Model.
LVA/ICA
Matthew Anderson, Xi-Lin Li, Tülay Adali
2010 — conf
Second and Higher-Order Correlation Analysis of Multiple Multidimensional Variables by Joint Diagonalization.
LVA/ICA
Xi-Lin Li, Matthew Anderson, Tülay Adali