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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* T. Xie, N. Nasrabadi and A.O. Hero, "Learning to classify with possible sensor failures," Proc. of IEEE Conf. on Acoustics, Speech and Signal Processing (ICASSP) 2014.
 
* T. Xie, N. Nasrabadi and A.O. Hero, "Learning to classify with possible sensor failures," Proc. of IEEE Conf. on Acoustics, Speech and Signal Processing (ICASSP) 2014.
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* 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]
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'''''2013'''''
 
'''''2013'''''
  
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* A. Kleiner, A. Talwalkar, P. Sarkar, and M. I. Jordan, "A scalable bootstrap for massive data," ''Journal of the Royal Society, Series B'' (in press). [http://arxiv.org/pdf/1112.5016v2.pdf .pdf]
 
* A. Kleiner, A. Talwalkar, P. Sarkar, and M. I. Jordan, "A scalable bootstrap for massive data," ''Journal of the Royal Society, Series B'' (in press). [http://arxiv.org/pdf/1112.5016v2.pdf .pdf]
  
* Z. Meng, D. Wei, A. Wiesel, and A. Hero III, "Distributed learning of Gaussian graphical models via marginal likelihoods," ''Proceedings of AISTATS,'' 2013. [http://arxiv.org/pdf/1303.4756.pdf .pdf]
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* Z. Meng, D. Wei, A. Wiesel, and A. Hero III, "Distributed learning of Gaussian graphical models via marginal likelihoods," ''Proceedings of AISTATS,'' 2013. (Received Notable Paper Award) [http://arxiv.org/pdf/1303.4756.pdf .pdf]
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* Z. Meng, D. Wei, A, Wiesel A.O. Hero, "Marginal Likelihoods for Distributed Estimation of Graphical Model Parameters," Proceedings of IEEE CAMSAP 2013. (Received Best Student Paper Award) [http://web.eecs.umich.edu/~hero/Preprints/MengCAMSAP_2013.pdf .pdf]
  
 
* B. Mu, G. Chowdhary, and J. P. How, "Efficient distributed inference using adaptive censoring algorithms," ''Automatica'' (provisionally accepted).
 
* B. Mu, G. Chowdhary, and J. P. How, "Efficient distributed inference using adaptive censoring algorithms," ''Automatica'' (provisionally accepted).
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* D. Teng and E. Ertin, "Optimal quantization of likelihood for low complexity sequential testing," ''Proceedings of the IEEE Global Conference on Signal and Information Processing,'' December 2013 (to appear).[http://www.ece.osu.edu/~ertine/TengErtin2013.pdf  .pdf]
 
* D. Teng and E. Ertin, "Optimal quantization of likelihood for low complexity sequential testing," ''Proceedings of the IEEE Global Conference on Signal and Information Processing,'' December 2013 (to appear).[http://www.ece.osu.edu/~ertine/TengErtin2013.pdf  .pdf]
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* T. Tsiligkaridis, B. Sadler, A.O. Hero, "Blind Collaborative 20 Questions for Target Localization," Proceedings of GlobalSIP 2013.
  
 
* T. Tsiligkaridis and A. O. Hero III, "Covariance estimation in high dimensions via Kronecker product expansions," ''IEEE Transactions on Signal Processing'' (in press). Available on arXiv 1302.2686 [http://arxiv.org/pdf/1302.2686v2 .html]
 
* T. Tsiligkaridis and A. O. Hero III, "Covariance estimation in high dimensions via Kronecker product expansions," ''IEEE Transactions on Signal Processing'' (in press). Available on arXiv 1302.2686 [http://arxiv.org/pdf/1302.2686v2 .html]
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* T. Tsiligkaridis, B. M. Sadler and A. O. Hero III, "On decentralized estimation with active queries," available as arxiv:1312.7848  [http://arxiv.org/pdf/1312.7848.pdf .pdf]  
 
* T. Tsiligkaridis, B. M. Sadler and A. O. Hero III, "On decentralized estimation with active queries," available as arxiv:1312.7848  [http://arxiv.org/pdf/1312.7848.pdf .pdf]  
 
  
 
* F. Wauthier, M. I. Jordan and N. Jojic, "Efficient ranking from pairwise comparisons", ''International Conference on Machine Learning (ICML)'', 2013. [http://www.cs.berkeley.edu/~jordan/papers/wauthier-jordan-jojic-icml13.pdf .pdf]
 
* F. Wauthier, M. I. Jordan and N. Jojic, "Efficient ranking from pairwise comparisons", ''International Conference on Machine Learning (ICML)'', 2013. [http://www.cs.berkeley.edu/~jordan/papers/wauthier-jordan-jojic-icml13.pdf .pdf]
  
 
* D. Wei and A. O. Hero, "Adaptive spectrum sensing and estimation," ''Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)'' May 2013.  [http://www-personal.umich.edu/~dlwei/publications/WH_ICASSP2013.pdf .pdf]
 
* D. Wei and A. O. Hero, "Adaptive spectrum sensing and estimation," ''Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)'' May 2013.  [http://www-personal.umich.edu/~dlwei/publications/WH_ICASSP2013.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]
 
  
 
* G. Whipps, E. Ertin and R. Moses, "Distributed detection with collisions in a random, single-hop wireless sensor network," ''Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing,'' June 2013. [http://www.ece.osu.edu/~ertine/2013icassp_whipps.pdf  .pdf]
 
* G. Whipps, E. Ertin and R. Moses, "Distributed detection with collisions in a random, single-hop wireless sensor network," ''Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing,'' June 2013. [http://www.ece.osu.edu/~ertine/2013icassp_whipps.pdf  .pdf]

Revision as of 23:19, March 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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