Mikhail (Misha)  Belkin
Mikhail (Misha) Belkin
Professor of Computer Science and Statistics, Ohio State University
Dirección de correo verificada de cse.osu.edu - Página principal
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Laplacian eigenmaps for dimensionality reduction and data representation
M Belkin, P Niyogi
Neural computation 15 (6), 1373-1396, 2003
72052003
Laplacian eigenmaps and spectral techniques for embedding and clustering
M Belkin, P Niyogi
Advances in neural information processing systems, 585-591, 2002
41522002
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
35102006
Semi-supervised learning on Riemannian manifolds
M Belkin, P Niyogi
Machine learning 56 (1-3), 209-239, 2004
8532004
Regularization and semi-supervised learning on large graphs
M Belkin, I Matveeva, P Niyogi
International Conference on Computational Learning Theory, 624-638, 2004
6202004
Towards a theoretical foundation for Laplacian-based manifold methods
M Belkin, P Niyogi
Journal of Computer and System Sciences 74 (8), 1289-1308, 2008
5392008
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
5012005
Consistency of spectral clustering
U Von Luxburg, M Belkin, O Bousquet
The Annals of Statistics, 555-586, 2008
4992008
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
3852005
On Manifold Regularization.
M Belkin, P Niyogi, V Sindhwani
AISTATS, 2005
3312005
Using Manifold Structure for Partially Labeled Classification
M Belkin, P Niyogi
NIPS 2002, 2003
3242003
Laplacian support vector machines trained in the primal
S Melacci, M Belkin
arXiv preprint arXiv:0909.5422, 2009
3082009
Convergence of Laplacian eigenmaps
M Belkin, P Niyogi
Advances in Neural Information Processing Systems, 129-136, 2007
2412007
Discrete laplace operator on meshed surfaces
M Belkin, J Sun, Y Wang
Proceedings of the twenty-fourth annual symposium on Computational geometry …, 2008
2292008
Polynomial learning of distribution families
M Belkin, K Sinha
SIAM Journal on Computing 44 (4), 889-911, 2015
1812015
Constructing Laplace Operator from Point Clouds in ℝd
M Belkin, J Sun, Y Wang
Proceedings of the twentieth annual ACM-SIAM symposium on Discrete …, 2009
1752009
Problems of learning on manifolds
M Belkin
University of Chicago, Dept. of Mathematics, 2003
1662003
On learning with integral operators
L Rosasco, M Belkin, ED Vito
Journal of Machine Learning Research 11 (Feb), 905-934, 2010
1462010
Limits of spectral clustering
UV Luxburg, O Bousquet, M Belkin
Advances in neural information processing systems, 857-864, 2005
1312005
Maximum margin semi-supervised learning for structured variables
Y Altun, D McAllester, M Belkin
Advances in neural information processing systems, 33-40, 2006
1262006
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20