Partha Niyogi

2006
28	EE	Ha Quang Minh, Partha Niyogi, Yuan Yao: Mercer's Theorem, Feature Maps, and Smoothing. COLT 2006: 154-168
27	EE	Mikhail Belkin, Hariharan Narayanan, Partha Niyogi: Heat Flow and a Faster Algorithm to Compute the Surface Area of a Convex Body. FOCS 2006: 47-56
26	EE	Hariharan Narayanan, Mikhail Belkin, Partha Niyogi: On the Relation Between Low Density Separation, Spectral Clustering and Graph Cuts. NIPS 2006: 1025-1032
25	EE	Mikhail Belkin, Partha Niyogi: Convergence of Laplacian Eigenmaps. NIPS 2006: 129-136
24	EE	Sayan Mukherjee, Partha Niyogi, Tomaso Poggio, Ryan M. Rifkin: Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization. Adv. Comput. Math. 25(1-3): 161-193 (2006)
23	EE	Mikhail Belkin, Partha Niyogi, Vikas Sindhwani: Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples. Journal of Machine Learning Research 7: 2399-2434 (2006)
2005
22	EE	Shivani Agarwal, Partha Niyogi: Stability and Generalization of Bipartite Ranking Algorithms. COLT 2005: 32-47
21	EE	Mikhail Belkin, Partha Niyogi: Towards a Theoretical Foundation for Laplacian-Based Manifold Methods. COLT 2005: 486-500
20	EE	Vikas Sindhwani, Partha Niyogi, Mikhail Belkin: Beyond the point cloud: from transductive to semi-supervised learning. ICML 2005: 824-831
19	EE	Xiaofei He, Deng Cai, Partha Niyogi: Laplacian Score for Feature Selection. NIPS 2005
18	EE	Xiaofei He, Deng Cai, Partha Niyogi: Tensor Subspace Analysis. NIPS 2005
17	EE	Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, HongJiang Zhang: Face Recognition Using Laplacianfaces. IEEE Trans. Pattern Anal. Mach. Intell. 27(3): 328-340 (2005)
2004
16	EE	Mikhail Belkin, Irina Matveeva, Partha Niyogi: Regularization and Semi-supervised Learning on Large Graphs. COLT 2004: 624-638
15	EE	Natalia Komarova, Partha Niyogi: Optimizing the mutual intelligibility of linguistic agents in a shared world. Artif. Intell. 154(1-2): 1-42 (2004)
14	EE	Mikhail Belkin, Partha Niyogi: Semi-Supervised Learning on Riemannian Manifolds. Machine Learning 56(1-3): 209-239 (2004)
2003
13	EE	Xiaofei He, Partha Niyogi: Locality Preserving Projections. NIPS 2003
12	EE	Dinoj Surendran, Partha Niyogi: Measuring the Functional Load of Phonological Contrasts CoRR cs.CL/0311036: (2003)
11	EE	Mikhail Belkin, Partha Niyogi: Laplacian Eigenmaps for Dimensionality Reduction and Data Representation. Neural Computation 15(6): 1373-1396 (2003)
10	EE	Partha Niyogi, Padma Ramesh: The voicing feature for stop consonants: recognition experiments with continuously spoken alphabets. Speech Communication 41(2-3): 349-367 (2003)
2002
9	EE	Mikhail Belkin, Partha Niyogi: Using Manifold Stucture for Partially Labeled Classification. NIPS 2002: 929-936
8		Samuel Kutin, Partha Niyogi: Almost-everywhere Algorithmic Stability and Generalization Error. UAI 2002: 275-282
2001
7	EE	Mikhail Belkin, Partha Niyogi: Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering. NIPS 2001: 585-591
2000
6		Partha Niyogi, Narendra Karmarkar: An Approach to Data Reduction and Clustering with Theoretical Guarantees. ICML 2000: 679-686
1998
5	EE	Partha Niyogi, Kah Kay Sung: Epsilon focusing--A strategy for active example selection. Knowl.-Based Syst. 10(7): 441-447 (1998)
1995
4		Partha Niyogi: Free to Choose: Investigating the Sample Complexity of Active Learning of Real Valued Functions. ICML 1995: 405-412
3	EE	Partha Niyogi, Robert C. Berwick: A Note on Zipf's Law, Natural Languages, and Noncoding DNA regions. CoRR cmp-lg/9503012: (1995)
1994
2		Partha Niyogi, Robert C. Berwick: A Markov Language Learning Model for Finite Parameter Spaces. ACL 1994: 171-180
1	EE	Kah Kay Sung, Partha Niyogi: Active Learning for Function Approximation. NIPS 1994: 593-600

Coauthor Index

1	Shivani Agarwal	[22]
2	Mikhail Belkin	[7] [9] [11] [14] [16] [20] [21] [23] [25] [26] [27]
3	Robert C. Berwick	[2] [3]
4	Deng Cai	[18] [19]
5	Xiaofei He	[13] [17] [18] [19]
6	Yuxiao Hu	[17]
7	Narendra Karmarkar	[6]
8	Natalia Komarova	[15]
9	Samuel Kutin	[8]
10	Irina Matveeva	[16]
11	Ha Quang Minh	[28]
12	Sayan Mukherjee	[24]
13	Hariharan Narayanan	[26] [27]
14	Tomaso Poggio	[24]
15	Padma Ramesh	[10]
16	Ryan M. Rifkin	[24]
17	Vikas Sindhwani	[20] [23]
18	Kah Kay Sung	[1] [5]
19	Dinoj Surendran	[12]
20	Shuicheng Yan	[17]
21	Yuan Yao	[28]
22	HongJiang Zhang (Hong-Jiang Zhang)	[17]

Colors in the list of coauthors