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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* Y. Zhang, M. Wainwright, and M. I. Jordan," (2014),  "Lower bounds on the performance of polynomial-time algorithms for sparse linear regression," Annual Conference on Computational Learning Theory, Barcelona, Spain [http://arxiv.org/abs/1402.1918.html]
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* Y. Zhang, X. Chen, D. Zhou, and M. I. Jordan," (2014),  "Spectral methods meet EM: A provably optimal algorithm for crowdsourcing," arXiv [http://arxiv.org/abs/1406.3824.html]
  
 
* 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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* 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.
 
* 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. Lindsten, M. I. Jordan, and T. Schoen,  "Particle Gibbs with ancestral sampling," Journal of Machine Learning Research, 15, 2145-2184. [http://jmlr.org/papers/volume15/lindsten14a/lindsten14a.pdf].
  
 
* 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, 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.
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* V. Karasev, A. Ravichandran, S. Soatto, "Active Frame, Location, and Detector Selection for Automated and Manual Video Annotation," in Proc. of the IEEE Conf. on Comp. Vis. and Patt. Recog., 2014
 
* V. Karasev, A. Ravichandran, S. Soatto, "Active Frame, Location, and Detector Selection for Automated and Manual Video Annotation," in Proc. of the IEEE Conf. on Comp. Vis. and Patt. Recog., 2014
  
* 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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* 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, 42, 906-945. [http://arxiv.org/abs/1201.6002 .html].
  
 
* G. Marjanovic and A.O. Hero, "On lq Estimation of Sparse Inverse Covariance," Proc. of IEEE Conf. on Acoustics, Speech and Signal Processing (ICASSP) 2014.
 
* G. Marjanovic and A.O. Hero, "On lq Estimation of Sparse Inverse Covariance," Proc. of IEEE Conf. on Acoustics, Speech and Signal Processing (ICASSP) 2014.

Revision as of 18:57, July 29, 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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