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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'''''2014'''''
 
'''''2014'''''
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* L. Mackey, M. I. Jordan, R. Y. Chen, B. Farrell and J. A. Tropp,  "Matrix concentration inequalities via the method of exchangeable pairs," Annals of Probability (in press). [http://arxiv.org/abs/1201.6002 .html].
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* J. Duchi, M. I. Jordan, and B. McMahan, "Estimation, optimization, and parallelism when data is sparse," (2014).  In L. Bottou, C. Burges, Z. Ghahramani and M. Welling (Eds.), Advances in Neural Information Processing (NIPS) 26, Red Hook, NY: Curran Associates.
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* Y. Zhang, J. Duchi, M. I. Jordan, and M. Wainwright, "Information-theoretic lower bounds for distributed statistical estimation with communication constraints," (2014).  In L. Bottou, C. Burges, Z. Ghahramani and M. Welling (Eds.), Advances in Neural Information Processing (NIPS) 26, Red Hook, NY: Curran Associates.
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* J. Duchi, M. I. Jordan, and M. Wainwright, "Local privacy and minimax bounds: Sharp rates for probability estimation," (2014).  In L. Bottou, C. Burges, Z. Ghahramani and M. Welling (Eds.), Advances in Neural Information Processing (NIPS) 26, Red Hook, NY: Curran Associates.
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* F. Wauthier, N. Jojic, and M. I. Jordan, "A comparative framework for preconditioned Lasso algorithms," (2014).  In L. Bottou, C. Burges, Z. Ghahramani and M. Welling (Eds.), Advances in Neural Information Processing (NIPS) 26, Red Hook, NY: Curran Associates.
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* J. Duchi, M. I. Jordan, M. Wainwright and A. Wibisono, "Finite sample convergence rates of zero-order stochastic optimization methods," (2013).  In P. Bartlett, F. Pereira, L. Bottou, and C. Burges (Eds.), Advances in Neural Information Processing (NIPS) 25, Red Hook, NY: Curran Associates.
  
 
* J. Ash, E. Ertin, L. C. Potter, E. Zelnio, "Wide-Angle Synthetic Aperture Radar Imaging." IEEE Signal Processing Magazine, 2014 (accepted).  
 
* J. Ash, E. Ertin, L. C. Potter, E. Zelnio, "Wide-Angle Synthetic Aperture Radar Imaging." IEEE Signal Processing Magazine, 2014 (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.[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.[http://www.ece.osu.edu/~ertine/TengErtin2013.pdf  .pdf]
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* J. Duchi, M. I. Jordan, M. Wainwright and A. Wibisono, "Finite sample convergence rates of zero-order stochastic optimization methods," (2013).  In P. Bartlett, F. Pereira, L. Bottou, and C. Burges (Eds.), Advances in Neural Information Processing (NIPS) 25, Red Hook, NY: Curran Associates.
  
 
* J. Duchi, M. I. Jordan, and M. Wainwright, "Privacy aware learning," ''Proceedings of NIPS,'' 2013. [http://arxiv.org/pdf/1210.2085.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]
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* 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]
 
* 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]
  
* 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]
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* J. Duchi, L. Mackey, and M. I. Jordan, "The asymptotics of ranking algorithms," ''Annals of Statistics'' (2013), 4, 2292-2323. [http://arxiv.org/pdf/1204.1688.pdf .pdf]
  
 
* E. Ertin, "Manifold learning methods for wide-angle SAR ATR," ''Proceedings of the 2013 International Conference on Radar'', Sep 2013.[http://www.ece.osu.edu/~ertine/Ertin2013.pdf  .pdf]
 
* E. Ertin, "Manifold learning methods for wide-angle SAR ATR," ''Proceedings of the 2013 International Conference on Radar'', Sep 2013.[http://www.ece.osu.edu/~ertine/Ertin2013.pdf  .pdf]
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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]
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* F. Lindsten, M. I. Jordan, T. Schoen, "Bayesian semiparametric Wiener system identification", Automatica, 2013, 49, 2053-2063.
  
 
* 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]
 
* 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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* 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]
 
* 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]

Revision as of 01:02, March 20, 2014

Publications 2012


Publications reporting on research supported by this MURI

publications: links to publications resulting from this program.


2014

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2013

2012

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