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.

Cross-listing: Neurotree - MathTree

Parents

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Tomaso A. Poggio grad student 1995 MIT (Neurotree)

Children

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Samuel A. Kutin grad student 2002 Chicago (Neurotree)
Mikhail Belkin grad student 2003 Chicago (Neurotree)
Xiaofei He grad student 2005 Chicago (Neurotree)
Zhimin Xie grad student 2006 Chicago (Neurotree)
Vikas Sindhwani grad student 2007 Chicago (Neurotree)
Aren Jansen grad student 2008 Chicago (Neurotree)
Irina Matveeva grad student 2008 Chicago (Neurotree)
Hariharan Narayanan grad student 2009 Chicago (Neurotree)
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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
Oller DK, Niyogi P, Gray S, et al. (2010) Automated vocal analysis of naturalistic recordings from children with autism, language delay, and typical development. Proceedings of the National Academy of Sciences of the United States of America. 107: 13354-9
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
Sonderegger M, Niyogi P. (2010) Combining data and mathematical models of language change Acl 2010 - 48th Annual Meeting of the Association For Computational Linguistics, Proceedings of the Conference. 1019-1029
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