Mikhail (Misha)  Belkin
Mikhail (Misha) Belkin
Professor of Computer Science and Statistics, Ohio State University
Verified email at cse.osu.edu - Homepage
TitleCited byYear
Laplacian eigenmaps for dimensionality reduction and data representation
M Belkin, P Niyogi
Neural computation 15 (6), 1373-1396, 2003
68332003
Laplacian eigenmaps and spectral techniques for embedding and clustering
M Belkin, P Niyogi
Advances in neural information processing systems, 585-591, 2002
38562002
Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
M Belkin, P Niyogi, V Sindhwani
Journal of machine learning research 7 (Nov), 2399-2434, 2006
32802006
Semi-supervised learning on Riemannian manifolds
M Belkin, P Niyogi
Machine learning 56 (1-3), 209-239, 2004
8152004
Regularization and semi-supervised learning on large graphs
M Belkin, I Matveeva, P Niyogi
International Conference on Computational Learning Theory, 624-638, 2004
5882004
Towards a theoretical foundation for Laplacian-based manifold methods
M Belkin, P Niyogi
Journal of Computer and System Sciences 74 (8), 1289-1308, 2008
5152008
Beyond the point cloud: from transductive to semi-supervised learning
V Sindhwani, P Niyogi, M Belkin
Proceedings of the 22nd international conference on Machine learning, 824-831, 2005
4822005
Consistency of spectral clustering
U Von Luxburg, M Belkin, O Bousquet
The Annals of Statistics, 555-586, 2008
4652008
A co-regularization approach to semi-supervised learning with multiple views
V Sindhwani, P Niyogi, M Belkin
Proceedings of ICML workshop on learning with multiple views 2005, 74-79, 2005
3572005
Using Manifold Structure for Partially Labeled Classification
M Belkin, P Niyogi
NIPS 2002, 2003
3132003
On Manifold Regularization.
M Belkin, P Niyogi, V Sindhwani
AISTATS, 1, 2005
2912005
Laplacian support vector machines trained in the primal
S Melacci, M Belkin
arXiv preprint arXiv:0909.5422, 2009
2892009
Convergence of Laplacian eigenmaps
M Belkin, P Niyogi
Advances in Neural Information Processing Systems, 129-136, 2007
2292007
Discrete laplace operator on meshed surfaces
M Belkin, J Sun, Y Wang
Proceedings of the twenty-fourth annual symposium on Computational geometry …, 2008
2222008
Polynomial learning of distribution families
M Belkin, K Sinha
SIAM Journal on Computing 44 (4), 889-911, 2015
169*2015
Constructing Laplace operator from point clouds in R d
M Belkin, J Sun, Y Wang
Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009
1632009
Problems of learning on manifolds
M Belkin
University of Chicago, Dept. of Mathematics, 2003
1562003
On learning with integral operators
L Rosasco, M Belkin, ED Vito
Journal of Machine Learning Research 11 (Feb), 905-934, 2010
1372010
Limits of spectral clustering
UV Luxburg, O Bousquet, M Belkin
Advances in neural information processing systems, 857-864, 2005
1292005
Maximum margin semi-supervised learning for structured variables
Y Altun, D McAllester, M Belkin
Advances in neural information processing systems, 33-40, 2006
1262006
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