Publications

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(Publications reporting on research supported by this MURI)
(Publications reporting on research supported by this MURI)
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* Z. Meng, B. Erikson, A.O. Hero, "Learning Latent Variable Gaussian Graphical Models," ''Proceedings of the International Conference on Machine Learning (ICML),'' Beijing, July 2014. [http://arxiv.org/pdf/1406.2721.pdf .pdf]
 
* Z. Meng, B. Erikson, A.O. Hero, "Learning Latent Variable Gaussian Graphical Models," ''Proceedings of the International Conference on Machine Learning (ICML),'' Beijing, July 2014. [http://arxiv.org/pdf/1406.2721.pdf .pdf]
  
* Z. Meng, D. Wei, A. Wiesel, and A.O. Hero, "Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods," ''IEEE Transactions on Signal Processing'' (to appear). [http://arxiv.org/pdf/1303.4756.pdf .pdf]
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* Z. Meng, D. Wei, A. Wiesel, and A.O. Hero, "Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods," ''IEEE Transactions on Signal Processing,'' vol 62, no 20, pp. 5425-5438. 2014. [http://arxiv.org/pdf/1303.4756.pdf .pdf]
  
 
* B. Moore, R. R. Nadakuditi, and J. Fessler, "Improved robust PCA using low-rank denoising with optimal singular value shrinkage," ''Proceedings of the IEEE Statistical Signal Processing Workshop, July 2014. [https://www.dropbox.com/s/atxfwikz491jrkw/ssp14_v3.pdf .pdf]
 
* B. Moore, R. R. Nadakuditi, and J. Fessler, "Improved robust PCA using low-rank denoising with optimal singular value shrinkage," ''Proceedings of the IEEE Statistical Signal Processing Workshop, July 2014. [https://www.dropbox.com/s/atxfwikz491jrkw/ssp14_v3.pdf .pdf]
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* G. Newstadt, D. Wei and A. O. Hero, "Resource-Constrained Adaptive Search and Tracking for Sparse Dynamic Targets," ''IEEE Transactions on Signal Processing'' (in review). [http://arxiv.org/pdf/1404.2201.pdf .pdf]
 
* G. Newstadt, D. Wei and A. O. Hero, "Resource-Constrained Adaptive Search and Tracking for Sparse Dynamic Targets," ''IEEE Transactions on Signal Processing'' (in review). [http://arxiv.org/pdf/1404.2201.pdf .pdf]
  
* G. E. Newstadt, B. Mu, D. Wei, A. O. Hero, and J. P. How, "Mission-weighted adaptive search for multi-class targets," ''IEEE Transaction on Signal Processing,'' (in preparation).  
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* G. E. Newstadt, B. Mu, D. Wei, A. O. Hero, and J. P. How, "Mission-weighted adaptive search for multi-class targets," ''IEEE Transaction on Signal Processing,'' (in review).  
  
 
* G. Papachristoudis and J. W. Fisher III, "Efficient information planning in Markov chains" (in  review). [http://people.csail.mit.edu/fisher/publications/papers/geopapa14infplntech.pdf .pdf]
 
* G. Papachristoudis and J. W. Fisher III, "Efficient information planning in Markov chains" (in  review). [http://people.csail.mit.edu/fisher/publications/papers/geopapa14infplntech.pdf .pdf]
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* T. Tsiligkaridis, B. M. Sadler, and A. O. Hero, "Collaborative 20 questions for localization," ''IEEE Transactions on Information Theory.'' vol. 60, no. 4, pp 2233-2252, April 2014. [http://arxiv.org/pdf/1306.1922.pdf .pdf]  
 
* T. Tsiligkaridis, B. M. Sadler, and A. O. Hero, "Collaborative 20 questions for localization," ''IEEE Transactions on Information Theory.'' vol. 60, no. 4, pp 2233-2252, April 2014. [http://arxiv.org/pdf/1306.1922.pdf .pdf]  
  
* T. Tsiligkaridis, B. M. Sadler and A. O. Hero III, "A collaborative 20 questions model for target search with human-machine interaction," ''IEEE Transactions on Signal Processing'' (in press) [http://arxiv.org/pdf/1306.1922.pdf .pdf]
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* T. Tsiligkaridis, B. M. Sadler and A. O. Hero III, "A collaborative 20 questions model for target search with human-machine interaction," ''IEEE Transactions on Signal Processing'' (in review) [http://arxiv.org/pdf/1306.1922.pdf .pdf]
  
 
* D. Wei and A. O. Hero, "Multistage adaptive estimation of sparse signals," ''IEEE Journal of Selected Topics in Signal Processing'' (in press).  [http://arxiv.org/pdf/1210.1473v2.pdf .pdf]
 
* D. Wei and A. O. Hero, "Multistage adaptive estimation of sparse signals," ''IEEE Journal of Selected Topics in Signal Processing'' (in press).  [http://arxiv.org/pdf/1210.1473v2.pdf .pdf]

Revision as of 01:20, November 10, 2014

Publications 2012


Publications reporting on research supported by this MURI

publications: links to publications resulting from this program.

2014



2013


2012

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