Publications

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(Publications reporting on research supported by this MURI)
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'''''2015'''''
 
'''''2015'''''
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* J. C. Duchi, M. I. Jordan, M. J. Wainwright, and A. Wibisono, "Optimal rates for zero-order optimization: the power of two function evaluations," "IEEE Transactions on Information Theory", to appear. [http://arxiv.org/pdf/1312.2139.pdf .pdf]
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* Y. Zhang, X. Chen, D. Zhou, and M. I. Jordan, "Spectral methods meet EM: A provably optimal algorithm for crowdsourcing," ''Advances in Neural Information Processing Systems'', 2015. [http://arxiv.org/pdf/1406.3824.pdf .pdf]
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* Y. Zhang, M. J. Wainwright, and M. I. Jordan, "Distributed estimation of generalized matrix rank: Efficient algorithms and lower bounds," ''International Conference on Machine Learning'', to appear. [http://arxiv.org/pdf/1502.01403.pdf .pdf]
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* J. Dong, N. Karianakis, D. Davis, J. Hernandez, J. Balzer and S. Soatto, "Multi-view feature engineering and learning", ''Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition'', 2015. [http://vision.ucla.edu/papers/dongKDHBS15.pdf .pdf]
 
* J. Dong, N. Karianakis, D. Davis, J. Hernandez, J. Balzer and S. Soatto, "Multi-view feature engineering and learning", ''Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition'', 2015. [http://vision.ucla.edu/papers/dongKDHBS15.pdf .pdf]
  
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* X. Zhang, R. R. Nadakuditi, and M. Newman, "Spectra of random graphs with community structure and arbitrary degrees," ''Physical Review E,'' vol. 89, no. 4, 042816, 2014. [http://arxiv.org/pdf/1310.0046.pdf .pdf]
 
* X. Zhang, R. R. Nadakuditi, and M. Newman, "Spectra of random graphs with community structure and arbitrary degrees," ''Physical Review E,'' vol. 89, no. 4, 042816, 2014. [http://arxiv.org/pdf/1310.0046.pdf .pdf]
 
* Y. Zhang, X. Chen, D. Zhou, and M. I. Jordan, "Spectral methods meet EM: A provably optimal algorithm for crowdsourcing," ''Neural Information Processing Systems'' (in review).  [http://arxiv.org/pdf/1406.3824 .pdf]
 
  
 
* Y. Zhang, M. Wainwright, and M. I. Jordan, "Lower bounds on the performance of polynomial-time algorithms for sparse linear regression," ''Proceedings of the Annual Conference on Computational Learning Theory,'' 2014.  [http://arxiv.org/pdf/1402.1918 .pdf]
 
* Y. Zhang, M. Wainwright, and M. I. Jordan, "Lower bounds on the performance of polynomial-time algorithms for sparse linear regression," ''Proceedings of the Annual Conference on Computational Learning Theory,'' 2014.  [http://arxiv.org/pdf/1402.1918 .pdf]

Revision as of 23:07, May 9, 2015

Publications since 2012


Publications reporting on research supported by this MURI

publications: links to publications resulting from this program.

2015

2014



2013


2012

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