Partha Niyogi
- Associate Professor
- Department of Computer Science
- Associate Professor
- Physical Sciences Collegiate Division
- Senior Fellow
- Computation Institute
Contact Information
University of Chicago
1100 E 58th Street
Chicago, IL 60637
Office:
Phone: (773)702-6614
Fax: (773)702-8487
niyogi@cs.uchicago.edu
Personal Homepage
http://people.cs.uchicago.edu/~niyogi
Technical Reports
- TR-2008-04
- Point Process Models for Event-Based Speech Recognition. Partha Niyogi; Aren Jansen. 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. Partha Niyogi; Aren Jansen. 1 June, 2007. Communicated by Partha Niyogi.
- TR-2005-08
- A Geometric Perspective on Speech Sounds. Partha Niyogi; Aren Jansen. 27 June, 2005. Communicated by Partha Niyogi.
- TR-2004-08
- Finding the Homology of Submanifolds with High Confidence from Random Samples. Stephen Smale; Partha Niyogi; Shmuel Weinberger. 12 November, 2004. Communicated by Partha Niyogi.
- TR-2004-06
- Manifold Regularization: A Geometric Framework for Learning from Examples. Vikas Sindhwani; Partha Niyogi; Mikhail Belkin. 25 August, 2004. Communicated by Partha Niyogi.
- TR-2004-05
- On Manifold Regularization. Vikas Sindhwani; Partha Niyogi; Mikhail Belkin. 20 June, 2004. Communicated by Partha Niyogi.
- TR-2003-12
- Measuring the Functional Load of Phonological Contrasts. Partha Niyogi; Dinoj Surendran. 4 November, 2003. Communicated by Partha Niyogi.
- TR-2003-11
- Regression and Regularization on Large Graphs. Partha Niyogi; Irina Matveeva; Mikhail Belkin. 4 November, 2003. Communicated by Partha Niyogi.
- TR-2002-12
- Semi-supervised learning on manifolds. Partha Niyogi; Mikhail Belkin. 29 November, 2002. Communicated by Partha Niyogi.
- TR-2002-09
- Locality Preserving Projections (LPP). Partha Niyogi; Xiaofei He. 29 October, 2002. Communicated by Partha Niyogi.
- TR-2002-03
- Almost-everywhere algorithmic stability and generalization error. Partha Niyogi; Samuel Kutin. 25 March, 2002. Communicated by Partha Niyogi.
- TR-2002-02
- Detecting and Interpreting Acoustic Features Using Support Vector Machines. Chris Burges; Partha Niyogi. 16 January, 2002. Communicated by Partha Niyogi.
- TR-2002-01
- Laplacian Eigenmaps for Dimensionality Reduction and Data Representation. Partha Niyogi; Mikhail Belkin. 4 January, 2002. Communicated by Partha Niyogi.
- TR-2001-30
- The interaction of stability and weakness in AdaBoost. Partha Niyogi; Samuel Kutin. 19 October, 2001. Communicated by Partha Niyogi.
