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Partha Niyogi

Affiliations: 
University of Chicago, Chicago, IL 
Area:
artificial intelligence, pattern recognition, machine learning, computational study of human speech and language
Website:
http://people.cs.uchicago.edu/%7Eniyogi/
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"Partha Niyogi"
Bio:

Partha Niyogi is currently a Professor in the Computer Science and Statistics departments at the University of Chicago.

Mean distance: 13.98 (cluster 29)
 		SNBCP
Cross-listing: LinguisTree - MathTree

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Parents

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Tomaso A. Poggio grad student 1995 MIT

Children

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Samuel A. Kutin grad student 2002 Chicago
Mikhail Belkin grad student 2003 Chicago
Xiaofei He grad student 2005 Chicago
Zhimin Xie grad student 2006 Chicago
Vikas Sindhwani grad student 2007 Chicago
Aren Jansen grad student 2008 Chicago
Irina Matveeva grad student 2008 Chicago
Hariharan Narayanan grad student 2009 Chicago

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Publications

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Narayanan H, Niyogi P. (2014) Language evolution, coalescent processes, and the consensus problem on a social network Journal of Mathematical Psychology. 61: 19-24
Jansen A, Niyogi P. (2013) Intrinsic spectral analysis Ieee Transactions On Signal Processing. 61: 1698-1710
Belkin M, Narayanan H, Niyogi P. (2013) Heat flow and a faster algorithm to compute the surface area of a convex body Random Structures and Algorithms. 43: 407-428
Niyogi P. (2013) Manifold regularization and semi-supervised learning: Some theoretical analyses Journal of Machine Learning Research. 14: 1229-1250
Niyogi P, Smale S, Weinberger S. (2011) A topological view of unsupervised learning from noisy data Siam Journal On Computing. 40: 646-663
Ma Y, Niyogi P, Sapiro G, et al. (2011) Dimensionality reduction via subspace and submanifold learning Ieee Signal Processing Magazine. 28: 14-15+126
Jansen A, Niyogi P. (2010) Detection-based speech recognition with sparse point process models Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4362-4365
Jansen A, Mesgarani N, Niyogi P. (2010) Point process models of spectro-temporal modulation events for speech recognition Conference Record - Asilomar Conference On Signals, Systems and Computers. 104-108
Zhang J, Niyogi P, McPeek MS. (2009) Laplacian eigenfunctions learn population structure. Plos One. 4: e7928
Niyogi P, Berwick RC. (2009) The proper treatment of language acquisition and change in a population setting. Proceedings of the National Academy of Sciences of the United States of America. 106: 10124-9
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