Publications

From Voimuri Wiki
Publications
Jump to: navigation, search
(Publications reporting on research supported by this MURI)
(Publications reporting on research supported by this MURI)
 
(9 intermediate revisions by one user not shown)
Line 5: Line 5:
 
[[publications]]: links to publications resulting from this program.
 
[[publications]]: links to publications resulting from this program.
  
'''''2016'''''
+
'''''2017'''''
  
 +
*Y. Altmann, S. McLaughlin, A. O. Hero, "Robust linear spectral unmixing using outlier detection," IEEE Trans on Computational Imaging, to appear 2017. [https://arxiv.org/pdf/1501.03731v2.pdf .pdf].
 +
 +
* K. Greenewald, E. Zelnio, A.O. Hero III, "Kronecker PCA Based Robust SAR STAP," to appear in IEEE Trans on Aerospace and Electronic Systems (AES), 2017. [https://arxiv.org/pdf/1501.07481.pdf .pdf].
 +
 +
* T.-P. Xie, N. Nasrabadi, and A.O. Hero, “Learning to classify with possible sensor failures," to appear in IEEE Transactions on Signal Processing, 2017. [https://arxiv.org/pdf/1507.04540v3.pdf .pdf].
 +
 +
* Y. Yilmaz and Alfred Hero, "Multimodal Event Detection in Twitter Hashtag Networks," to appear in Journ. of Signal Processing Systems, 2017. [https://arxiv.org/pdf/1601.00306.pdf .pdf].
 +
 +
 +
'''''2016'''''
  
 
* A. El Alaoui, X. Cheng, A. Ramdas, M. Wainwright, and M. I. Jordan, "Asymptotic behavior of $\ell_p$-based Laplacian regularization in semi-supervised learning",  Proceedings of the Conference on Computational Learning Theory (COLT), New York, NY, June 2016. [https://arxiv.org/pdf/1603.00564v1.pdf .pdf].
 
* A. El Alaoui, X. Cheng, A. Ramdas, M. Wainwright, and M. I. Jordan, "Asymptotic behavior of $\ell_p$-based Laplacian regularization in semi-supervised learning",  Proceedings of the Conference on Computational Learning Theory (COLT), New York, NY, June 2016. [https://arxiv.org/pdf/1603.00564v1.pdf .pdf].
Line 14: Line 24:
 
* V. Berisha, A. Wisler, A.O. Hero, and A. Spanias, "Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure" IEEE Transactions on Signal Processing, vol. 64, no. 3, pp.580-591, Feb. 2016.  [https://arxiv.org/pdf/1412.6534.pdf .pdf]
 
* V. Berisha, A. Wisler, A.O. Hero, and A. Spanias, "Empirically Estimable Classification Bounds Based on a Nonparametric Divergence Measure" IEEE Transactions on Signal Processing, vol. 64, no. 3, pp.580-591, Feb. 2016.  [https://arxiv.org/pdf/1412.6534.pdf .pdf]
  
* Hye Won Chung, L. Zheng, B. Sadler, A.O. Hero, "Unequal Error Protection Coding Approaches to the Noisy 20 Questions Problem," IEEE Intl Conf. on Information Theory (ISIT), July 2016, Barcelona Spain. [http://web.eecs.umich.edu/~hero/Preprints/UEP_ISIT2016_final.pdf .pdf].
+
* H.-W. Chung, L. Zheng, B. Sadler, A.O. Hero, "Unequal Error Protection Coding Approaches to the Noisy 20 Questions Problem," IEEE Intl Conf. on Information Theory (ISIT), July 2016, Barcelona Spain. [http://web.eecs.umich.edu/~hero/Preprints/UEP_ISIT2016_final.pdf .pdf].
  
* K. Greenewald, E. Zelnio, A.O. Hero III, "Kronecker PCA Based Robust SAR STAP," IEEE Trans on Aerospace and Electronic Systems (AES), 2016. [http://arxiv.org/pdf/1502:07481 .pdf].
+
* X. Gong, J. Zhang, D. Cochran, and K. Xing, "Optimal placement for barrier coverage in bistatic radar sensor networks,'' IEEE/ACM Transactions on Networking}, vol. 24, no. 1, pp. 259--271, 2016. [http://cochran.faculty.asu.edu/papers/2014_Gong_Barrier_IEEEToN.pdf .pdf]
  
*K. Greenewald, E. Zelnio and A.O. Hero, "Kronecker STAP and SAR GMTI," Proceedings of SPIE Symposium on Defense, Sensing and Security April 2016. [https://arxiv.org/pdf/1604.03622.pdf .pdf].
+
* K. Greenewald, E. Zelnio, A.O. Hero III, "Kronecker PCA Based Robust SAR STAP," IEEE Trans on Aerospace and Electronic Systems (AES), 2016. [https://arxiv.org/pdf/1501.07481v3.pdf .pdf].
 +
 
 +
*K. Greenewald, E. Zelnio and A.O. Hero, "Kronecker STAP and SAR GMTI," Proceedings of SPIE Symposium on Defense, Sensing and Security April 2016. [https://arxiv.org/pdf/1604.03622v1.pdf .pdf].
  
 
*N. Halay, K. Todros and A.O. Hero, "Measure transformed quasi-likelihood ratio test for Bayesian binary hypothesis testing," IEEE Workshop on Statistical Signal Processing (SSP), Pamplona Spain, June 2016. [http://web.eecs.umich.edu/~hero/Preprints/SSP16_Todros_PAPER.pdf .pdf].
 
*N. Halay, K. Todros and A.O. Hero, "Measure transformed quasi-likelihood ratio test for Bayesian binary hypothesis testing," IEEE Workshop on Statistical Signal Processing (SSP), Pamplona Spain, June 2016. [http://web.eecs.umich.edu/~hero/Preprints/SSP16_Todros_PAPER.pdf .pdf].
Line 25: Line 37:
  
 
* J. Lee, M. Simchowitz, B. Recht, and M. I. Jordan, "Gradient descent only converges to minimizers,"  Proceedings of the Conference on Computational Learning Theory (COLT), New York, NY, June 2016. [https://arxiv.org/abs/1602.04915v2.pdf .pdf].
 
* J. Lee, M. Simchowitz, B. Recht, and M. I. Jordan, "Gradient descent only converges to minimizers,"  Proceedings of the Conference on Computational Learning Theory (COLT), New York, NY, June 2016. [https://arxiv.org/abs/1602.04915v2.pdf .pdf].
 +
 +
*  L. Li, V. Malave, A. Song, and A. J. Yu, "Extracting human face similarity judgments: Pairs or triplets?," Proceedings of the Thirty-Eighth Annual Conference of the Cognitive Science Society, 2016. [https://mindmodeling.org/cogsci2016/papers/0253/paper0253.pdf .pdf].
 +
 +
* Q. Liu, J.D. Lee, M.I. Jordan, "A kernelized Stein discrepancy for goodness-of-fit tests," In Proceedings of the International Conference on Machine Learning (ICML) Sep 2016. [http://www.jmlr.org/proceedings/papers/v48/liub16.pdf .pdf].
 +
 +
* B. Moore and R. R. Nadakuditi, “Robust pca: Low rank matrix estimation with hard or soft thresholding based outlier rejection,'' in Proceedings of IEEE GlobalSIP conference, 2016. [http://www.ieeeglobalsip.org/Papers/ViewPapers.asp?PaperNum=1526 .html].
 +
 +
* B. Mu, S.-Y. Liu, L. Paull, J. Leonard, and J. P. How, “Slam with objects using a nonparametric pose graph,'' in Intelligent Robots and Systems (IROS), 2016 IEEE/RSJ International Conference on, Oct 2016. [http://ieeexplore.ieee.org/document/7759677/ .html].
 +
 +
* B. Mu, L. Paull, A. Akbar Agha-mohammadi, J. How, and J. Leonard, “Two-stage focused inference for resource-constrained minimal collision navigation,'' IEEE Transactions on Robotics, 2016 (conditionally accepted).  [http://www.roboticsproceedings.org/rss11/p04.pdf .pdf].
 +
 +
* G. E. Newstadt, B. Mu, D. Wei, J. P. How, A. O. Hero III, "Importance-weighted adaptive search for multi-class targets," IEEE Trans on Signal Processing, vol. 63, no. 23, 6299-6314, Dec. 2015.  [https://arxiv.org/pdf/1603.00564v1.pdf .pdf].
 +
 +
* S. Ravishankar, B. E. Moore, R. R. Nadakuditi, and J. A. Fessler, “Lassi: A low-rank and adaptive sparse signal model for highly accelerated dynamic imaging,'' in IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), pp. 1–5,  2016. [https://arxiv.org/pdf/1611.04069v2.pdf  .pdf].
 +
 +
* S. Ravishankar, R. R. Nadakuditi, and J. A. Fessler, “Efficient learning of dictionaries with low rank atoms,'' in  Proceedings of IEEE GlobalSIP conference, 2016. [http://www.ieeeglobalsip.org/Papers/ViewPapers.asp?PaperNum=1471  .pdf].
 +
 +
* S. Ravishankar, R. R. Nadakuditi, and J. A. Fessler, “Sum of outer products dictionary learning for inverse problems,'' in Proceedings of IEEE GlobalSIP conference, 2016. [https://arxiv.org/pdf/1511.08842v1.pdf  .pdf].
 +
 +
* S. Soatto, “Visual inertial semantic scene representation,'' UCLA TR CSD160005, May 20, 2016. [https://arxiv.org/pdf/1606.03968v1.pdf .pdf].
 +
 +
* S. Soatto and A. Chiuso, “Visual representations: Defining properties and deep approximations,'' Proc. of the Intl. Conf. on Learning Representations (ICLR); ArXiv: 1411.7676, May 2016. [https://arxiv.org/pdf/1411.7676v9.pdf .pdf].
 +
 +
* N. Sugavanam, S. Baskar, and E. Ertin, “Recovery guarantees for high resolution radar sensing with compressive illumination,”€ Fourth International Conference on Compressive Sensing applied to Radar (COSERA2016), Sep 2016. [https://arxiv.org/pdf/1508.07969.pdf .pdf].
 +
 +
* N. Sugavanam and E. Ertin, “Recovery guarantees for high resolution radar sensing with compressive illumination,” chapter in Compressive Sensing of Earth Observations,edited by C. Chen,  CRC Press, 2016. [https://arxiv.org/pdf/1508.07969.pdf .pdf].
 +
 +
*  D. Teng and E. Ertin, “Wald-kernel: A method for learning sequential detectors,” in Proceedings of IEEE Statistical Signal Processing (SSP2016), June 2016. [http://ieeexplore.ieee.org/document/7551760/  .pdf].
 +
 +
* D. Wang, J. Fisher III, and Q. Liu, “Efficient observation selection in probabilistic graphical models using bayesian lower bounds,'' in Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, pp.  755--764. AUAI Press, 2016. [http://auai.org/uai2016/proceedings/papers/83.pdf .html].
 +
 +
* G. T. Whipps, E. Ertin, and R. L. . Moses, “Constrained fisher scoring for a mixture of factor analyzers,” Army Research Labaratory, Tech. Rep. ARL-TR-7836, 2016.
  
 
* T.-P. Xie, N. Nasrabadi, A.O. Hero, "Learning to classify with possible sensor failures,"  IEEE Transactions on Signal Processing, 2016.  [http://arxiv.org/pdf/1507.04540 .pdf].
 
* T.-P. Xie, N. Nasrabadi, A.O. Hero, "Learning to classify with possible sensor failures,"  IEEE Transactions on Signal Processing, 2016.  [http://arxiv.org/pdf/1507.04540 .pdf].
Line 58: Line 102:
  
 
* B. Farrell and R. Nadakuditi, " Local spectrum of truncations of Kronecker products of Haar distributed unitary matrices", Random Matrices: Theory and Applications, vol. 4, no. 1, 1550001, 2015. [http://arxiv.org/pdf/1311.6783v1.pdf]
 
* B. Farrell and R. Nadakuditi, " Local spectrum of truncations of Kronecker products of Haar distributed unitary matrices", Random Matrices: Theory and Applications, vol. 4, no. 1, 1550001, 2015. [http://arxiv.org/pdf/1311.6783v1.pdf]
 +
 +
* O. Freifeld, K. Batmanghelich, J. W. Fisher, et al., “Highly-expressive spaces of well-behaved transformations: Keeping it simple,'' in IEEE International Conference on Computer Vision (ICCV), pp.  2911--2919. 2015. [http://www.cv-foundation.org/openaccess/content_iccv_2015/papers/Freifeld_Highly-Expressive_Spaces_of_ICCV_2015_paper.pdf  .pdf].
  
 
* G. Georgiadis, A. Chiuso and S. Soatto, "Texture representations for image and video texture synthesis", ''Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition'', 2015. [http://vision.ucla.edu/papers/georgiadisCS15.pdf .pdf]
 
* G. Georgiadis, A. Chiuso and S. Soatto, "Texture representations for image and video texture synthesis", ''Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition'', 2015. [http://vision.ucla.edu/papers/georgiadisCS15.pdf .pdf]
Line 64: Line 110:
  
 
* S. Gogineni, P. Setlur, R. Nadakuditi and M. Rangaswamy, "Random matrix theory inspired passive bistatic radar detection of low-rank signals," Proceedings of IEEE Radar Conference, pp. 1656-1659, 2015. [http://dx.doi.org/10.1109/RADAR.2015.7131264] [http://cochran.faculty.asu.edu/papers/Gogineni_Radar.pdf .pdf]
 
* S. Gogineni, P. Setlur, R. Nadakuditi and M. Rangaswamy, "Random matrix theory inspired passive bistatic radar detection of low-rank signals," Proceedings of IEEE Radar Conference, pp. 1656-1659, 2015. [http://dx.doi.org/10.1109/RADAR.2015.7131264] [http://cochran.faculty.asu.edu/papers/Gogineni_Radar.pdf .pdf]
 +
 +
* M. Graham, J. How, and D. Gustafson, “Robust incremental {SLAM} with consistency-checking,'' in Intelligent Robots and Systems (IROS), IEEE/RSJ International Conference on, pp.  117--124, Sept 2015. [http://ieeexplore.ieee.org/document/7353363/?reload=true&arnumber=7353363  .html].
  
 
* K. Greenewald, E. Zelnio, A.O. Hero III, "Kronecker PCA Based Robust SAR STAP," submitted Jan 2015. [http://arxiv.org/pdf/1501.07481 .pdf]  
 
* K. Greenewald, E. Zelnio, A.O. Hero III, "Kronecker PCA Based Robust SAR STAP," submitted Jan 2015. [http://arxiv.org/pdf/1501.07481 .pdf]  
Line 76: Line 124:
  
 
* K.J. Hsiao, J. Calder and A.O. Hero, "Pareto-depth for Multiple-query Image Retrieval," IEEE Trans on Image Processing, vol. 24, no. 2, pp. 583-594, 2015. [http://web.eecs.umich.edu/~hero/Preprints/hsiao-tip2015_final.pdf .pdf]  
 
* K.J. Hsiao, J. Calder and A.O. Hero, "Pareto-depth for Multiple-query Image Retrieval," IEEE Trans on Image Processing, vol. 24, no. 2, pp. 583-594, 2015. [http://web.eecs.umich.edu/~hero/Preprints/hsiao-tip2015_final.pdf .pdf]  
 +
 +
* Q. Liu, J. W. Fisher III, and A. T. Ihler, “Probabilistic variational bounds for graphical models,'' in Advances in Neural Information Processing Systems, pp.  1432--1440, 2015. [http://www.cs.dartmouth.edu/~qliu/PDF/NIPS15TRW.pdf .pdf].
  
 
* Q. Liu, A. Ihler, J. W. Fisher III, "Boosting Crowdsourcing With Expert Labels: Local vs. Global Effects", International Conference on Information Fusion (Fusion), 2015. [http://www.cs.dartmouth.edu/~qliu/PDF/FusionCrowd15.pdf]
 
* Q. Liu, A. Ihler, J. W. Fisher III, "Boosting Crowdsourcing With Expert Labels: Local vs. Global Effects", International Conference on Information Fusion (Fusion), 2015. [http://www.cs.dartmouth.edu/~qliu/PDF/FusionCrowd15.pdf]

Latest revision as of 21:55, January 14, 2017

Publications since 2012


Publications reporting on research supported by this MURI

publications: links to publications resulting from this program.

2017


2016


2015


2014



2013


2012

Personal tools
Namespaces
Variants
Actions
Navigation
Toolbox
EECS @ UM
Tools