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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[[publications]]: links to publications resulting from this program.
 
[[publications]]: links to publications resulting from this program.
  
<br \><br \>
 
 
'''''2013'''''
 
'''''2013'''''
* R. R. Nadakuditi,  "OptShrink: An algorithm for improved low-rank signal matrix denoising by optimal, data-driven singular value shrinkage" [http://arxiv.org/abs/1306.6042]
 
  
* R. R. Nadakuditi, "When are the most informative components for inference also the principal components?," [http://arxiv.org/abs/1302.1232]
+
* K. Beaudet and D. Cochran, "Multiple-channel detection in active sensing," ''Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing,'' June 2013. [http://cochran.faculty.asu.edu/papers/2013_Beaudet_Invariance_ICASSP.pdf .pdf]
  
* B. Farrell and R. R. Nadakuditi, "Local spectrum of truncations of Kronecker products of Haar distributed unitary matrices," June 2013.
+
* K. Beaudet, L. Crider, and D. Cochran, "Detection in networked radar," ''Proc. SPIE 8746, Algorithms for Synthetic Aperture Radar Imagery XX'', May 2013. [http://cochran.faculty.asu.edu/papers/SPIE13.pdf .pdf]
  
* V. Chandrasekaran and M. I. Jordan, "Computational and statistical tradeoffs via convex relaxation," ''Proceedings of the National Academy of Sciences'', doi:10.1073/pnas.1302293110, 2013. [http://www.pnas.org/content/110/13/E1181.full.pdf+html .html]
+
* V. Chandrasekaran and M. I. Jordan, "Computational and statistical tradeoffs via convex relaxation," ''Proceedings of the National Academy of Sciences'', 2013. [http://arxiv.org/pdf/1211.1073v2 .pdf]
  
* K. Beaudet, L. Crider, and D. Cochran, "Detection in Networked Radar," ''Proc. SPIE 8746, Algorithms for Synthetic Aperture Radar Imagery XX'', May 2013. [http://cochran.faculty.asu.edu/papers/SPIE13.pdf .pdf]
+
* J. Duchi, M. I. Jordan, and M. Wainwright, "Privacy aware learning," ''Proceedings of NIPS,'' 2013. [http://arxiv.org/pdf/1210.2085.pdf .pdf]
  
* Z. Meng, D. Wei, A. Wiesel, A. Hero, "Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods," AISTATS 2013. Available as arxiv:1303.4756 [http://arxiv.org/abs/1303.4756 .html]. (Notable Paper Award). 
+
* J. Duchi, M. I. Jordan and M. Wainwright, "Local privacy and statistical minimax rates", ''54th Annual Symposium on Foundations of Computer Science (FOCS)'', 2013. [http://arxiv.org/pdf/1302.3203v1.pdf .pdf]
  
* P. Shearer, A. Gilbert and A.O. Hero, "Correcting camera shake by incremental sparse approximation," to appear in ICIP 2013.  
+
* J. Duchi, L. Mackey, and M. I. Jordan, "The asymptotics of ranking algorithms," ''Annals of Statistics'' (in press).  [http://arxiv.org/pdf/1204.1688.pdf .pdf]
  
* T. Tsiligkaridis and A.O. Hero, "Low Separation Rank Covariance Estimation using Kronecker Product Expansions," IEEE ISIT 2013, Istanbul [[http://web.eecs.umich.edu/~hero/Preprints/IsitSumKP_finalsubmission.pdf .pdf]]. 
+
* E. Ertin, "Manifold learning methods for wide-angle SAR ATR," ''Proceedings of the 2013 International Conference on Radar'' (in press).[http://www.ece.osu.edu/~ertine/Ertin2013.pdf .pdf]
  
* T. Tsiligkaridis and A.O. Hero, "Covariance Estimation in High Dimensions via Kronecker Product Expansions," Feb 2013, published on arXiv 1302.2686 [http://arxiv.org/abs/1302.2686 .html]  
+
* B. Farrell and R. Nadakuditi,"Local spectrum of truncations of Kronecker products of Haar distributed unitary matrices," [https://www.dropbox.com/s/p0xcostkd9cahdv/FNJune27.pdf]
  
* T. Tsiligkaridis, A. O. Hero, S. Zhou, "Convergence properties of Kronecker graphical lasso algorithms," to appear in ''IEEE Trans. on Signal Processing''. DOI 10.1007/s10618-012-0286-6. Available as arXiv:1204.0585. [http://arxiv.org/abs/1204.0585 .html]
+
* J. Gao and E. Ertin, "Contactless sensing of physiological signals using wideband RF probes," ''Proceedings of the 46th Asilomar Conference on Signals, Systems, and Computers,'' November 2013 (to appear).
  
* T. Tsiligkaridis, B. M. Sadler and A. O. Hero, "A collaborative 20 questions model for target search with human-machine interaction," ''ICASSP 2013'', [http://web.eecs.umich.edu/~hero/Preprints/Tsiligkaridis_ICASSP_2772.pdf .pdf] Vancouver.
+
* M. I. Jordan, "On statistics, computation, and scalability," ''Bernoulli'', 19, 1378-1390, (2013). [http://www.cs.berkeley.edu/~jordan/papers/BEJSP17.pdf .pdf]
  
* T.~Tsiligkaridis and A.~Hero, ``A collaborative 20 questions model for target search with human-machine interaction,'' (submitted for publication). Available as arXiv:1302.5828, [http://arxiv.org/abs/1302.5828 ,html].
+
* A. Kleiner, A. Talwalkar, S. Agarwal, M. I. Jordan, and I. Stoica, "A general bootstrap performance diagnostic," ''Proceedings of the 19th ACM Conference on Knowledge Discovery and Data Mining (SIGKKD),'' Chicago 2013.  [http://www.cs.berkeley.edu/~jordan/papers/kleiner-etal-kdd13.pdf .pdf]
  
* F. Wauthier, N. Jojic, and M. I. Jordan, "Efficient ranking from pairwise comparisons", ''International Conference on Machine Learning (ICML)'', New York: ACM Press, 2013. [http://www.cs.berkeley.edu/~flw/wauthier-jordan-jojic-icml13-web.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]
  
* D. Wei and A. O. Hero, "Multistage adaptive estimation of sparse signals," to appear in ''IEEE Journal of Selected Topics in Signal Processing'', 2013. [http://arxiv.org/abs/1210.1473 .html]
+
* 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]
 +
 
 +
* 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 information fusion using adaptive decentralized censoring algorithms," ''Proceedings of the American Control Conference (ACC),'' Washington DC, July 2013.
 +
 
 +
* B. Mu, G. Chowdhary, and J. P. How, "Value-of-information aware active task assignment," ''Proceedings of the AIAA Guidance, Navigation, and Control Conference,'' Boston, August 2013.
 +
 
 +
* B. Mu, G. Chowdhary, and J. P. How, "Value-of-information aware active task assignment," ''Proceedings of SPIE Defense, Security, and Sensing Symposium,'' Baltimore 2013.
 +
 
 +
* R. Nadakuditi, "OptShrink: An algorithm for improved low-rank signal matrix denoising by optimal, data-driven singular value shrinkage," [http://arxiv.org/abs/1306.6042]
 +
 
 +
* R. Nadakuditi, "When are the most informative components for inference also the principal components," [http://arxiv.org/abs/1302.1232]
 +
 
 +
* R. Nadakuditi and M. Newman, "Spectra of random graphs with arbitrary expected degrees," Phys. Rev. E 87, 012803 (2013), [http://arxiv.org/abs/1208.1275 .html]
 +
 
 +
* G. Papachristoudis and J. W. Fisher III, "Efficient information planning in Markov chains," (submitted for publication).
 +
 
 +
* G. Papachristoudis and J. W. Fisher III, "Incremental belief propagation," (submitted for publication).
 +
 
 +
* M. R. Riedl, L. C. Potter, and E. Ertin, "Augmenting synthetic aperture radar with space time adaptive processing," ''Proceedings of SPIE,'' vol. 8746, Baltimore, May 2013..[http://www.ece.osu.edu/~ertine/Riedl2013.pdf  .pdf]
 +
 
 +
* P. Shearer, A. Gilbert and A.O. Hero, "Correcting camera shake by incremental sparse approximation," Proceedings of IEEE ICIP 2013. [http://web.eecs.umich.edu/~hero/Preprints/cam_L0_icip_final1.pdf .pdf]
 +
 
 +
* N. Sugavanam and E. Ertin, "Sensor selection and placement in adversarial environments," ''Proceedings of the IEEE Global Conference on Signal and Information Processing,'' December 2013 (to appear).[http://www.ece.osu.edu/~ertine/NithinErtin2013.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]
 +
 
 +
* 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. Hero, "Low separation rank covariance estimation using Kronecker product expansions," ''Proceedings of the IEEE International Symposium on Information Theory (ISIT),'' Istanbul, 2013. [http://web.eecs.umich.edu/~hero/Preprints/IsitSumKP_finalsubmission.pdf .pdf]
 +
 
 +
* T. Tsiligkaridis and A. Hero, and S. Zhou, "On convergence of Kronecker graphical lasso algorithms," ''IEEE Transactions on Signal Processing'' vol. 61, no. 9, pp. 1743--1755, 2013. Available as arXiv:1204.0585 [http://arxiv.org/abs/1204.0585 .html]
 +
 
 +
* T. Tsiligkaridis, B. Sadler, and A. Hero, "A collaborative 20 questions model for target search with human-machine interaction,"  ''Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing,'' June 2013. [http://arxiv.org/pdf/1306.1922.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, "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]
 +
 
 +
* Y. Zeng, C. Wang, S. Soatto, and S.-T. Yau, "Nonlinearly constrained MRFs: Exploring the intrinsic dimensions of higher-order cliques," ''Proc. IEEE International Conference on Computer Vision and Pattern Recognition,'' June 2013. [http://vision.ucla.edu/papers/zengWSY13.pdf  .pdf]
  
* D. Wei and A.O. Hero, "Adaptive spectrum sensing and estimation," ''ICASSP 2013'', Vancouver. [http://web.eecs.umich.edu/~hero/Preprints/adapSpecICASSP_2012_11_29.pdf .pdf].
 
  
  
 
'''''2012'''''
 
'''''2012'''''
  
* D. Cochran, S. D. Howard, and B. Moran, "Operator-theoretic modeling and waveform design for radar in the presence of Doppler," in ''Proceedings of IEEE-AESS RadarCon'', pp. 774-777, May 2012. [http://cochran.faculty.asu.edu/papers/Radar12_Operator_Radar.pdf .pdf]
+
* D. Cochran, S. D. Howard, and B. Moran, "Operator-theoretic modeling and waveform design for radar in the presence of Doppler," in ''Proceedings of IEEE-AESS RadarCon'', pp. 774-777, May 2012. [http://cochran.faculty.asu.edu/papers/2012_Cochran_Operator_Radarcon.pdf .pdf]
  
 
* D. Cochran, S.D. Howard, B. Moran, and H.A. Schmitt, “Maximum-entropy Surrogation in Network Signal Detection,” ''Proceedings of the IEEE Statistical Signal Processing Workshop'', August 2012. [http://cochran.faculty.asu.edu/papers/SSP12_MaxEnt.pdf  .pdf]
 
* D. Cochran, S.D. Howard, B. Moran, and H.A. Schmitt, “Maximum-entropy Surrogation in Network Signal Detection,” ''Proceedings of the IEEE Statistical Signal Processing Workshop'', August 2012. [http://cochran.faculty.asu.edu/papers/SSP12_MaxEnt.pdf  .pdf]
  
* J. C. Duchi, L. Mackey, and M.I. Jordan, "The asymptotics of ranking algorithms," Apr. 2012. [http://arxiv.org/abs/1204.1688 .pdf]
+
* J.C. Duchi, L. Mackey, and M.I. Jordan, "The asymptotics of ranking algorithms," Apr. 2012. [http://arxiv.org/abs/1204.1688 .pdf]
  
 
* E. Ertin, "Sensor selection in adversarial setting," ''Proceedings of the IEEE Statistical Signal Processing Workshop'', August 2012. [http://web.eecs.umich.edu/~hero/Preprints/ertin_SSP12.pdf  .pdf]
 
* E. Ertin, "Sensor selection in adversarial setting," ''Proceedings of the IEEE Statistical Signal Processing Workshop'', August 2012. [http://web.eecs.umich.edu/~hero/Preprints/ertin_SSP12.pdf  .pdf]
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* G. Georgiadis, A. Ayvaci, and S. Soatto, "Actionable saliency detection," in ''Proc. of the IEEE Intl. Conf. on Comp. Vis. and Patt. Recog.'', 2012. [http://vision.ucla.edu/papers/georgiadisAS12.pdf .pdf]
 
* G. Georgiadis, A. Ayvaci, and S. Soatto, "Actionable saliency detection," in ''Proc. of the IEEE Intl. Conf. on Comp. Vis. and Patt. Recog.'', 2012. [http://vision.ucla.edu/papers/georgiadisAS12.pdf .pdf]
  
* A. Kleiner, A. Talwalkar, P. Sarkar, and M. Jordan, "The Big Data Bootstrap," ''Proceedings of the 29th International Conference on Machine Learning'', Edinburgh, UK, 2012. [http://arxiv.org/pdf/1206.6415v1 .pdf]
+
* V. Karasev, A. Chiuso, and S. Soatto, "Controlled recognition bounds for visual learning and exploration," ''Proceedings of NIPS,'' December 2012.[http://vision.ucla.edu/papers/karasevCS12.pdf .pdf]
  
* L. Mackey, M. I. Jordan, R. Y. Chen, B. Farrell, and J. A. Tropp,  "Matrix concentration inequalities via the method of exchangeable pairs," arXiv:1201.6002, 2012. [http://arxiv.org/abs/1201.6002 .html].
+
* A. Kleiner, A. Talwalkar, P. Sarkar, M. Jordan, "The Big Data Bootstrap," ''Proceedings of the 29th International Conference on Machine Learning'', Edinburgh, UK, 2012. [http://arxiv.org/pdf/1206.6415v1 .pdf]
 +
 
 +
* L. Mackey, M. I. Jordan, R. Y. Chen, B. Farrell and J. A. Tropp,  "Matrix concentration inequalities via the method of exchangeable pairs," arXiv:1201.6002, 2012. [http://arxiv.org/abs/1201.6002 .html].
  
 
* Z. Meng, A. Wiesel, and A. O. Hero, "Distributed principal component analysis on networks via directed graphical models," ''IEEE ICASSP 2012''. Author preprint [http://web.eecs.umich.edu/~hero/Preprints/meng_icassp12.pdf .pdf]
 
* Z. Meng, A. Wiesel, and A. O. Hero, "Distributed principal component analysis on networks via directed graphical models," ''IEEE ICASSP 2012''. Author preprint [http://web.eecs.umich.edu/~hero/Preprints/meng_icassp12.pdf .pdf]
  
* T. Moldovan and P. Abbeel, "Safe Exploration in Markov Decision Processes," ''Proceedings of the 29th International Conference on Machine Learning'', Edinburgh, UK, 2012. [http://arxiv.org/pdf/1205.4810v3 .pdf]
+
* T. Moldovan, P. Abbeel, "Safe Exploration in Markov Decision Processes," Proceedings of the 29th International Conference on Machine Learning, Edinburgh, UK, 2012. [http://arxiv.org/pdf/1205.4810v3 .pdf]
  
 
* B. Moran, S. D. Howard, and D. Cochran, ``An information-geometric approach to sensor scheduling” (Invited paper), ''Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing'', April 2012. [http://cochran.faculty.asu.edu/papers/ICASSP12_Geometric_Sensor_Mgmt.pdf .pdf]
 
* B. Moran, S. D. Howard, and D. Cochran, ``An information-geometric approach to sensor scheduling” (Invited paper), ''Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing'', April 2012. [http://cochran.faculty.asu.edu/papers/ICASSP12_Geometric_Sensor_Mgmt.pdf .pdf]
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* B. Mu, G. Chowdhary, and J. P. How, "Efficient distributed information fusion using value of information based censoring," Aerospace control laboratory technical report, Massachusetts Institute of Technology, July 2012. [http://hdl.handle.net/1721.1/71875 .html].
 
* B. Mu, G. Chowdhary, and J. P. How, "Efficient distributed information fusion using value of information based censoring," Aerospace control laboratory technical report, Massachusetts Institute of Technology, July 2012. [http://hdl.handle.net/1721.1/71875 .html].
  
* R. Nadakuditi and M. Newman, "Spectra of random graphs with arbitrary expected degrees," Arxiv preprint arXiv:1208.1275, 2012. [http://arxiv.org/abs/1208.1275 .html]
+
* S. Olver and R. Nadakuditi, "Numerical computation of convolutions in free probability theory," Arxiv preprint arXiv:1203.1958, 2012. [http://arxiv.org/abs/1203.1958]
 
+
* S. Olver and R. Nadakuditi, "Numerical computation of convolutions in free probability theory," Arxiv preprint arXiv:1203.1958, 2012. [http://arxiv.org/abs/1203.1958. .html]
+
  
 
* G. Papachristoudis and J. W. Fisher III, "Theoretical guarantees on penalized information gathering," ''Proceedings of the IEEE Statistical Signal Processing Workshop'', August 2012. [http://web.eecs.umich.edu/~hero/Preprints/papachristoudis_etal_SSP12.pdf  .pdf]
 
* G. Papachristoudis and J. W. Fisher III, "Theoretical guarantees on penalized information gathering," ''Proceedings of the IEEE Statistical Signal Processing Workshop'', August 2012. [http://web.eecs.umich.edu/~hero/Preprints/papachristoudis_etal_SSP12.pdf  .pdf]
  
* A. Ravichandran and S. Soatto, "Modeling stationarity at multiple time-scales for applications in fire detection and traffic monitoring," ''Proc. of the Eur. Conf. on Comp. Vision'', 2012. [http://vision.ucla.edu/papers/ravichandranS12.pdf .pdf]
+
* A. Ravichandran and S. Soatto, "Modeling stationarity at multiple time-scales for applications in fire detection and traffic monitoring," Proc. of the Eur. Conf. on Comp. Vision, 2012. [http://vision.ucla.edu/papers/ravichandranS12.pdf .pdf]
  
* A. Ravichandran, C. Wang, and S. Soatto, "SuperFloxels: A Mid-Level Representation for Video Sequences," ''Proc. of ARTEMIS'', Oct 2012. [http://vision.ucla.edu/papers/ravichandranWRS12.pdf .pdf]
+
* A. Ravichandran and C. Wang and S. Soatto, "SuperFloxels: A Mid-Level Representation for Video Sequences," Proc. of ARTEMIS, October 2012. [http://vision.ucla.edu/papers/ravichandranWRS12.pdf .pdf]
  
* T. Tsiligkardis, A. O. Hero, and S. Zhou, "Convergence properties of Kronecker graphical lasso algorithms," arXiv:1204.0585, Mar 2012. [http://arxiv.org/abs/1204.0585 .pdf]
+
* C. Rossler, E. Ertin, and R. L. Moses, "Waveform diversity and optimal change detection," ''Proceedings of the 46th Asilomar Conference on Signals, Sysyems, and Computers,'' November 2012.
  
* T. Tsiligkardis and A. O. Hero, "Sparse covariance estimation under kronecker product structure," ''IEEE ICASSP,'' Mar. 2012. [http://web.eecs.umich.edu/~hero/Preprints/tsiligkardis_icassp12.pdf .pdf]
+
* T. Tsiligkardis and A.O. Hero, "Sparse covariance estimation under Kronecker product structure," ''Proc. IEEE ICASSP,'' March 2012. [http://web.eecs.umich.edu/~hero/Preprints/tsiligkardis_icassp12.pdf .pdf]
  
* T. Tsiligkardis, A. O. Hero, and S. Zhou, "Convergence properties of Kronecker graphical lasso algorithms," ''IEEE Statistical Signal Processing Workshop'', Ann Arbor MI, Aug. 2012.[http://web.eecs.umich.edu/~hero/Preprints/tsiligkardis_SSP12.pdf .pdf]
+
* T. Tsiligkardis, A.O. Hero, and S. Zhou, "Convergence properties of Kronecker graphical lasso algorithms," ''Proceedings of the IEEE Statistical Signal Processing Workshop,'' Ann Arbor MI, August 2012.[http://web.eecs.umich.edu/~hero/Preprints/tsiligkardis_SSP12.pdf .pdf]
  
* L. Valente, R. Tsai, and S. Soatto, "Information gathering control via exploratory path planning," ''Proc. of the Conf. on Information Sciences and Systems (CISS)'', March 2012. [http://vision.ucla.edu/papers/valenteTS12CISS.pdf .pdf]
+
* L. Valente, R. Tsai, and S. Soatto, "Information gathering control via exploratory path planning," Proc. of the Conf. on Information Sciences and Systems (CISS), March 2012. [http://vision.ucla.edu/papers/valenteTS12CISS.pdf .pdf]
  
* F. L. Wauthier and M. I. Jordan, "Bayesian bias mitigation for crowdsourcing," In P. Bartlett, F. Pereira, J. Shawe-Taylor and R. Zemel (Eds.), ''Advances in Neural Information Processing Systems (NIPS)'' 24, 2012.[http://books.nips.cc/papers/files/nips24/NIPS2011_1021.pdf .pdf]
+
* F. L. Wauthier and M. I. Jordan, "Bayesian bias mitigation for crowdsourcing," In P. Bartlett, F. Pereira, J. Shawe-Taylor and R. Zemel (Eds.), Advances in Neural Information Processing Systems (NIPS) 24, 2012.[http://books.nips.cc/papers/files/nips24/NIPS2011_1021.pdf .pdf]
  
 
* D. Wei and A. Hero, "Multistage adaptive estimation of sparse signals," in ''Proceedings of the IEEE Statistical Signal Processing Workshop'', Ann Arbor MI, August 2012. [http://web.eecs.umich.edu/~hero/Preprints/wei_SSP12_final.pdf .pdf]
 
* D. Wei and A. Hero, "Multistage adaptive estimation of sparse signals," in ''Proceedings of the IEEE Statistical Signal Processing Workshop'', Ann Arbor MI, August 2012. [http://web.eecs.umich.edu/~hero/Preprints/wei_SSP12_final.pdf .pdf]
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* G. T. Whipps, E. Ertin, and R. L. Moses, “Threshold considerations in distributed detection in a network of sensors,” in ''Proceedings of SPIE Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR III'', volume 8389, Baltimore, MD, May 2012. [http://www.ece.osu.edu/~ertine/Whipps_spie12.pdf  .pdf]
 
* G. T. Whipps, E. Ertin, and R. L. Moses, “Threshold considerations in distributed detection in a network of sensors,” in ''Proceedings of SPIE Ground/Air Multisensor Interoperability, Integration, and Networking for Persistent ISR III'', volume 8389, Baltimore, MD, May 2012. [http://www.ece.osu.edu/~ertine/Whipps_spie12.pdf  .pdf]
  
* Z. Yi and S. Soatto, "Information Forests," Proc. ITA, ''Information Theory and Applications'', Feb. 2012. Technical Report UCLA CSD 120002. [http://web.eecs.umich.edu/~hero/Preprints/yiS12ITA.pdf .pdf]
+
* Z. Yi and S. Soatto, "Information Forests," ''Proc. ITA, Information Theory and Applications'', Feb. 2012. Technical Report UCLA CSD 120002. [http://web.eecs.umich.edu/~hero/Preprints/yiS12ITA.pdf .pdf]
  
* Z. Zhang, S. Wang, D., Liu and M. I. Jordan, "EP-GIG priors and applications in Bayesian sparse learning," ''Journal of Machine Learning Research'', 13, 2031-2061, 2012. [http://www.jmlr.org/papers/volume13/zhang12b/zhang12b.pdf .pdf]
+
* Z. Zhang, S. Wang, D. Liu and M. I. Jordan, "EP-GIG priors and applications in Bayesian sparse learning," ''Journal of Machine Learning Research'', 13, 2031-2061, 2012. [http://www.jmlr.org/papers/volume13/zhang12b/zhang12b.pdf .pdf]

Revision as of 17:12, September 8, 2013

Publications 2012


Publications reporting on research supported by this MURI

publications: links to publications resulting from this program.

2013


2012

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