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)
Line 8: Line 8:
 
'''''2014'''''
 
'''''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].
+
* J. Ash, E. Ertin, L. C. Potter, E. Zelnio, "Wide-Angle Synthetic Aperture Radar Imaging." IEEE Signal Processing Magazine, 2014 (accepted).  
 +
[http://www.ece.osu.edu/~ertine/AshErtin2014.pdf .pdf]
  
 
* 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.
 
* 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.
 
* 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.
 
  
 
* 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.
 
* 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.
 
  
 
* 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.
 
* J. Ash, E. Ertin, L. C. Potter, E. Zelnio, "Wide-Angle Synthetic Aperture Radar Imaging." IEEE Signal Processing Magazine, 2014 (accepted).
 
[http://www.ece.osu.edu/~ertine/AshErtin2014.pdf .pdf]
 
  
 
* 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].
  
 
* 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.
Line 30: Line 26:
  
 
* 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]
 
* 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]
 +
 +
* 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.
  
 
* 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.
Line 37: Line 35:
 
* A. J. Yu, "Decision Making Tasks," ''Encyclopedia of Computational Neuroscience'', Springer, 2014.
 
* A. J. Yu, "Decision Making Tasks," ''Encyclopedia of Computational Neuroscience'', Springer, 2014.
  
 +
* 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.
  
 
'''''2013'''''
 
'''''2013'''''

Revision as of 20:39, March 20, 2014

Publications 2012


Publications reporting on research supported by this MURI

publications: links to publications resulting from this program.


2014

.pdf

2013

2012

Personal tools
Namespaces
Variants
Actions
Navigation
Toolbox
EECS @ UM
Tools