Partha Niyogi

Louis Block Professor
Departments of Computer Science and Statistics
Senior Fellow
Computation Institute

Interests

Artificial Intelligence

Contact Information

University of Chicago
1100 E 58th Street
Chicago, IL 60637
Phone: (773)702-6614
Fax: (773)702-8487
niyogi@cs.uchicago.edu

Personal Homepage

http://people.cs.uchicago.edu/~niyogi

Technical Reports

TR-2009-02
An Experimental Evaluation of Keyword-Filler Hidden Markov Models. Aren Jansen; Partha Niyogi. 16 April, 2009. Communicated by Partha Niyogi.
TR-2008-09
Point Process Models for Spotting Keywords in Continuous Speech. Aren Jansen; Partha Niyogi. 19 September, 2008. Communicated by Partha Niyogi.
TR-2008-04
Point Process Models for Event-Based Speech Recognition. Aren Jansen; Partha Niyogi. 27 February, 2008. Communicated by Partha Niyogi.
TR-2008-01
Manifold Regularization and Semi-supervised Learning: Some Theoretical Analyses. Partha Niyogi. 23 January, 2008. Communicated by Partha Niyogi.
TR-2007-07
A Probabilistic Speech Recognition Framework Based on the Temporal Dynamics of Distinctive Feature Landmark Detectors. Aren Jansen; Partha Niyogi. 1 June, 2007. Communicated by Partha Niyogi.
TR-2005-08
A Geometric Perspective on Speech Sounds. Aren Jansen; Partha Niyogi. 27 June, 2005. Communicated by Partha Niyogi.
TR-2004-08
Finding the Homology of Submanifolds with High Confidence from Random Samples. Partha Niyogi; Stephen Smale; Shmuel Weinberger. 12 November, 2004. Communicated by Partha Niyogi.
TR-2004-06
Manifold Regularization: A Geometric Framework for Learning from Examples. Mikhail Belkin; Partha Niyogi; Vikas Sindhwani. 25 August, 2004. Communicated by Partha Niyogi.
TR-2004-05
On Manifold Regularization. Mikhail Belkin; Partha Niyogi; Vikas Sindhwani. 20 June, 2004. Communicated by Partha Niyogi.
TR-2003-12
Measuring the Functional Load of Phonological Contrasts. Dinoj Surendran; Partha Niyogi. 4 November, 2003. Communicated by Partha Niyogi.
TR-2003-11
Regression and Regularization on Large Graphs. Mikhail Belkin; Irina Matveeva; Partha Niyogi. 4 November, 2003. Communicated by Partha Niyogi.
TR-2002-12
Semi-supervised learning on manifolds. Mikhail Belkin; Partha Niyogi. 29 November, 2002. Communicated by Partha Niyogi.
TR-2002-09
Locality Preserving Projections (LPP). Xiaofei He; Partha Niyogi. 29 October, 2002. Communicated by Partha Niyogi.
TR-2002-03
Almost-everywhere algorithmic stability and generalization error. Samuel Kutin; Partha Niyogi. 25 March, 2002. Communicated by Partha Niyogi.
TR-2002-02
Detecting and Interpreting Acoustic Features Using Support Vector Machines. Partha Niyogi; Chris Burges. 16 January, 2002. Communicated by Partha Niyogi.
TR-2002-01
Laplacian Eigenmaps for Dimensionality Reduction and Data Representation. Mikhail Belkin; Partha Niyogi. 4 January, 2002. Communicated by Partha Niyogi.
TR-2001-30
The interaction of stability and weakness in AdaBoost. Samuel Kutin; Partha Niyogi. 19 October, 2001. Communicated by Partha Niyogi.