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Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures BOOK CHAPTER published 2009 in Independent Component Analysis and Signal Separation |
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A generalized multivariate logistic model and EM algorithm based on the normal variance mean mixture representation PROCEEDINGS ARTICLE published June 2016 in 2016 IEEE Statistical Signal Processing Workshop (SSP) |
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An EM algorithm for maximum likelihood estimation of Barndorff-Nielsen's generalized hyperbolic distribution PROCEEDINGS ARTICLE published June 2016 in 2016 IEEE Statistical Signal Processing Workshop (SSP) |
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A complex cross-spectral distribution model using Normal Variance Mean Mixtures PROCEEDINGS ARTICLE published April 2009 in 2009 IEEE International Conference on Acoustics, Speech and Signal Processing |
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A globally convergent algorithm for MAP estimation in the linear model with non-Gaussian priors PROCEEDINGS ARTICLE published in Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers, 2002. |
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Generalized Gaussian process models PROCEEDINGS ARTICLE published June 2011 in CVPR 2011 |
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Super-Gaussian Mixture Source Model for ICA BOOK CHAPTER published 2006 in Independent Component Analysis and Blind Signal Separation |
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Performance Evaluation of Latent Variable Models with Sparse Priors PROCEEDINGS ARTICLE published April 2007 in 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 |
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Generalized linear models for continuous/interval scale data BOOK CHAPTER published 25 April 2011 in Multivariate Generalized Linear Mixed Models Using R |
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Generalized linear models for continuous/interval scale data BOOK CHAPTER published 25 April 2011 in Multivariate Generalized Linear Mixed Models Using R |
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Human Trajectory Sampling at the City-Day Scale v1 POSTED CONTENT published |
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SAR Image Denoising Based on Lifting Directionlet Domain Gaussian Scale Mixtures Model JOURNAL ARTICLE published 9 October 2009 in Chinese Journal of Computers |
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Tree structure matching pursuit based on Gaussian scale mixtures model PROCEEDINGS ARTICLE published 8 September 2011 in SPIE Proceedings |
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Approximate inference in switching linear dynamical systems using Gaussian mixtures BOOK CHAPTER published 11 August 2011 in Bayesian Time Series Models |
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The linear process mixture model PROCEEDINGS ARTICLE published September 2013 in 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) |
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Mixed models for continuous/interval scale data BOOK CHAPTER published 25 April 2011 in Multivariate Generalized Linear Mixed Models Using R |
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Spatio-Temporal Data Analysis at Scale Using Models Based on Gaussian Processes REPORT published 13 March 2017 |
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Mixed models for continuous/interval scale data BOOK CHAPTER published 25 April 2011 in Multivariate Generalized Linear Mixed Models Using R |
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Subset selection in noise based on diversity measure minimization JOURNAL ARTICLE published March 2003 in IEEE Transactions on Signal Processing |
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ABROA: Audio-based room-occupancy analysis using Gaussian mixtures and Hidden Markov models PROCEEDINGS ARTICLE published December 2016 in 2016 Future Technologies Conference (FTC) |