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Cited by
Year
Gene expression signatures diagnose influenza and other symptomatic respiratory viral infections in humans
AK Zaas, M Chen, J Varkey, T Veldman, AO Hero, J Lucas, Y Huang, ...
Cell host & microbe 6 (3), 207-217, 2009
3882009
Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds
M Chen, J Silva, J Paisley, C Wang, D Dunson, L Carin
Signal Processing, IEEE Transactions on 58 (12), 6140-6155, 2010
1892010
A host transcriptional signature for presymptomatic detection of infection in humans exposed to influenza H1N1 or H3N2
CW Woods, MT McClain, M Chen, AK Zaas, BP Nicholson, J Varkey, ...
PloS one 8 (1), e52198, 2013
1632013
A host-based RT-PCR gene expression signature to identify acute respiratory viral infection
AK Zaas, T Burke, M Chen, M McClain, B Nicholson, T Veldman, EL Tsalik, ...
Science translational medicine 5 (203), 203ra126-203ra126, 2013
1392013
Communications-Inspired Projection Design with Application to Compressive Sensing
WR Carson, M Chen, MRD Rodrigues, R Calderbank, L Carin
98*
Nonparametric Bayesian matrix completion
M Zhou, C Wang, M Chen, J Paisley, D Dunson, L Carin
2010 IEEE Sensor Array and Multichannel Signal Processing Workshop, 213-216, 2010
582010
Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies
B Chen, M Chen, J Paisley, A Zaas, C Woods, GS Ginsburg, A Hero, ...
BMC bioinformatics 11 (1), 552, 2010
442010
Communications Inspired Linear Discriminant Analysis
M Chen, W Carson, M Rodrigues, R Calderbank, L Carin
432012
Predicting viral infection from high-dimensional biomarker trajectories
M Chen, A Zaas, C Woods, GS Ginsburg, J Lucas, D Dunson, L Carin
Journal of the American Statistical Association 106 (496), 1259-1279, 2011
282011
Detection of viruses via statistical gene expression analysis
M Chen, D Carlson, A Zaas, CW Woods, GS Ginsburg, A Hero, J Lucas, ...
Biomedical Engineering, IEEE Transactions on 58 (3), 468-479, 2011
282011
Blind compressed sensing over a structured union of subspaces
J Silva, M Chen, YC Eldar, G Sapiro, L Carin
arXiv preprint arXiv:1103.2469, 2011
242011
Sticky hidden Markov modeling of comparative genomic hybridization
L Du, M Chen, J Lucas, L Carin
IEEE Transactions on Signal Processing 58 (10), 5353-5368, 2010
232010
Faithful variable screening for high-dimensional convex regression
M Xu, M Chen, J Lafferty
The Annals of Statistics 44 (6), 2624-2660, 2016
212016
High-dimensional longitudinal genomic data: an analysis used for monitoring viral infections
L Carin, A Hero, J Lucas, D Dunson, M Chen, R Heñao, A Tibau-Piug, ...
IEEE signal processing magazine 29 (1), 108-123, 2011
162011
Subspace tracking in colored noise based on oblique projection
M Chen, Z Wang
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
152006
Information-theoretic compressive measurement design
L Wang, M Chen, M Rodrigues, D Wilcox, R Calderbank, L Carin
IEEE Transactions on Pattern Analysis and Machine Intelligence 39 (6), 1150-1164, 2016
132016
The Bayesian elastic net: Classifying multi-task gene-expression data
M Chen, D Carlson, A Zaas, C Woods, GS Ginsburg, A Hero, J Lucas, ...
preprint, 2010
92010
Mismatched estimation and relative entropy in vector Gaussian channels
M Chen, J Lafferty
2013 IEEE International Symposium on Information Theory, 2845-2849, 2013
82013
How to focus the discriminative power of a dictionary
WR Carson, MRD Rodrigues, M Chen, L Carin, R Calderbank
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
82012
John Paisley, Chunping Wang, David Dunson, and Lawrence Carin. Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds
M Chen, J Silva
Signal Processing, IEEE Transactions on 58 (12), 6140-6155, 2010
82010
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