| 2010 | ACL | Combining Data and Mathematical Models of Language Change. | Morgan Sonderegger, Partha Niyogi |
| 2010 | ICASSP | Detection-based speech recognition with sparse point process models. | Aren Jansen, Partha Niyogi |
| 2009 | COLT | On the Sample Complexity of Learning Smooth Cuts on a Manifold. | Hariharan Narayanan, Partha Niyogi |
| 2009 | Interspeech | Robust keyword spotting with rapidly adapting point process models. | Aren Jansen, Partha Niyogi |
| 2008 | ICASSP | A hierarchical point process model for speech recognition. | Aren Jansen, Partha Niyogi |
| 2007 | Interspeech | Semi-supervised learning of speech sounds. | Aren Jansen, Partha Niyogi |
| 2006 | COLT | Mercer's Theorem, Feature Maps, and Smoothing. | Ha Quang Minh, Partha Niyogi, Yuan Yao |
| 2006 | FOCS | Heat Flow and a Faster Algorithm to Compute the Surface Area of a Convex Body. | Mikhail Belkin, Hariharan Narayanan, Partha Niyogi |
| 2006 | ICASSP | Intrinsic Fourier Analysis on the Manifold of Speech Sounds. | Aren Jansen, Partha Niyogi |
| 2006 | Interspeech | Robust acoustic-based syllable detection. | Zhimin Xie, Partha Niyogi |
| 2005 | AISTATS | On Manifold Regularization. | Misha Belkin, Partha Niyogi, Vikas Sindhwani |
| 2005 | COLT | Stability and Generalization of Bipartite Ranking Algorithms. | Shivani Agarwal, Partha Niyogi |
| 2005 | COLT | Towards a Theoretical Foundation for Laplacian-Based Manifold Methods. | Mikhail Belkin, Partha Niyogi |
| 2005 | ICML | Beyond the point cloud: from transductive to semi-supervised learning. | Vikas Sindhwani, Partha Niyogi, Mikhail Belkin |
| 2004 | COLT | Regularization and Semi-supervised Learning on Large Graphs. | Mikhail Belkin, Irina Matveeva, Partha Niyogi |
| 2004 | ICASSP | Tikhonov regularization and semi-supervised learning on large graphs. | Mikhail Belkin, Irina Matveeva, Partha Niyogi |
| 2002 | UAI | Almost-everywhere Algorithmic Stability and Generalization Error. | Samuel Kutin, Partha Niyogi |
| 2000 | ICASSP | Multiple classifiers by constrained minimization. | Partha Niyogi, Jean-Benot Pierrot, Olivier Siohan |
| 2000 | ICML | An Approach to Data Reduction and Clustering with Theoretical Guarantees. | Partha Niyogi, Narendra Karmarkar |
| 2000 | ISCAS | Perspectives from the informational complexity of learning. | Partha Niyogi |
| 1999 | ICASSP | Distinctive feature detection using support vector machines. | Partha Niyogi, Chris Burges, Padma Ramesh |
| 1998 | ICASSP | Incorporating voice onset time to improve letter recognition accuracies. | Partha Niyogi, Padma Ramesh |
| 1998 | Interspeech | A detection framework for locating phonetic events. | Partha Niyogi, Partha Mitra, Man Mohan Sondhi |
| 1998 | Interspeech | The voicing feature for stop consonants: acoustic phonetic analyses and automatic speech recognition experiments. | Padma Ramesh, Partha Niyogi |
| 1995 | ICML | Free to Choose: Investigating the Sample Complexity of Active Learning of Real Valued Functions. | Partha Niyogi |
| 1994 | ACL | A Markov Language Learning Model for Finite Parameter Spaces. | Partha Niyogi, Robert C. Berwick |
| 1991 | Interspeech | Correlation analysis of vowels and their application to speech recognition. | Partha Niyogi, Victor W. Zue |