Publications

Found 35 results

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2008
Resolving Tag Ambiguity Weinberger, K.; Slaney, M.; Zwol, R. , ACM Multimedia, 09/27/2008, Vancouver, Canada, (2008) Abstract
Geographic Intention and Modification in Web Search Jones, R.; Zhang, W.V.; Rey, B.; Jhala, P.; Stipp, E. , International Journal of Geographical Information Science (IJGIS), 07/2008, Volume 22, Issue 3, p.229-246, (2008) Abstract
Fast Solvers and Efficient Implementations for Distance Metric Learning Weinberger, K.Q.; Saul, L.K. , International Conference on Machine Learning (ICML), 05/05/2008, Helsinki, Finland, (2008) Abstract
The Juxtaposed approximate PageRank method for robust PageRank approximation in a peer-to-peer web search network Parreira, J.X.; Castillo, C.; Donato, D.; Michel, S.; Weikum, G. , VLDB Journal, Volume 17, Issue 2, Number 7, p.22, (2008)
2007
Computing Trusted Authority Scores in Peer-to-Peer Networks Parreira, J.; Donato, D.; Castillo, C.; Weikum, G. , Proceedings of AIRWeb, May, Banff, Alberta, Canada, p.73--80, (2007)
Collaborative Filtering and the Missing at Random Assumption Marlin, B.M.; Zemel, R.S.; Roweis, S.; Slaney, M. , 7/2007, (2007) Abstract
Distributed sparse random projections for refinable approximation. Wang, W.; Garofalakis, M.N.; Ramchandran, K. , IPSN, p.331-339, (2007)
Metric Learning with Convex Optimization Weinberger, K.Q. , Computer and Information Science, Philadelphia, p.162, (2007) Abstract
Computing Trusted Authority Scores in Peer-to-Peer Networks Josiane-Xavier Parreira, G.W. , Proceedings of of the 3rd international workshop on Adversarial Information Retrieval on the Web (AIRWeb), p.73-80, (2007)
Graph regularization for maximum variance unfolding, with an application to sensor localization Weinberger, K.Q.; Sha, F.; Zhu, Q.; Saul, L.K. , Advances in Neural Information Processing Systems 19, Cambridge, MA, (2007)
Graph Laplacian methods for large-scale semidefinite programming, with an application to sensor localization Weinberger, K.; Sha, F.; Zhu, Q.; Saul, L. , Advances in Neural Information Processing Systems 19, Cambridge, MA, (2007)
Metric Learning for Kernel Regression Weinberger, K.; Tesauro, G. , Eleventh International Conference on Artificial Intelligence and Statistics, Puerto Rico, p.608-615, (2007)
Query rewriting using active learning for sponsored search Zhang, W.V.; He, X.; Rey, B.; Jones, R. , SIGIR, p.853-854, (2007)
Relational Learning with Gaussian Processes Chu, W.; Sindhwani, V.; Ghahramani, Z.; Keerthi, S.S. , Advances in Neural Information Processing Systems 19, Cambridge, MA, p.289--296, (2007)
Support Vector Ordinal Regression. Chu, W.; Keerthi, S.S. , Neural Computation, Volume 19, Number 3, p.792-815, (2007)
Semi-Supervised Gaussian Process Classifiers. Sindhwani, V.; Chu, W.; Keerthi, S.S. , IJCAI, p.1059-1064, (2007)
The JXP Method for Robust PageRank Approximation in a Peer-to-Peer Web Search Network Xavier-Parreira, J.; Castillo, C.; Donato, D.; Michel, S.; Weikum, G. , VLDB Journal, Volume 16, (2007)
2006
Approximation Algorithms for Metric Facility Location Problems. Mahdian, M.; Ye, Y.; Zhang, J. , SIAM J. Comput., Volume 36, Number 2, p.411-432, (2006)
Distance Metric Learning for Large Margin Nearest Neighbor Classification Weinberger, K.; Blitzer, J.; Saul, L. , Advances in Neural Information Processing Systems 18, Cambridge, MA, p.1473--1480, (2006)
DB2 goes hybrid: Integrating native XML and XQuery with relational data and SQL. Beyer, K.S.; Cochrane, R.; Hvizdos, M.; Josifovski, V.; Kleewein, J.; Lapis, G.; Lohman, G.M.; Lyle, R.; Nicola, M.; \" Ozcan, F.; Pirahesh, H.; Seemann, N.; Singh, A.; Truong, T. , IBM Systems Journal, Volume 45, Number 2, p.271-298, (2006)
Spectral methods for dimensionality reduction Saul, L.K.; Weinberger, K.Q.; Ham, J.H.; Sha, F.; Lee, D.D. , Semisupervised Learning, (2006)
Unsupervised learning of image manifolds by semidefinite programming Weinberger, K.Q.; Saul, L.K. , International Journal of Computer Vision, Volume 70(1), p.77-90, (2006)
2005
Unsupervised learning of image manifolds by semidefinite programming Weinberger, K.Q.; Packer, B.D.; Saul, L.K. , Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, January, Barbados, (2005)
An improved conjugate gradient scheme to the solution of least squares SVM. Chu, W.; Keerthi, S.S.; Ong, C. , IEEE Transactions on Neural Networks, Volume 16, Number 2, p.498-501, (2005)
A matching pursuit approach to sparse Gaussian process regression. Keerthi, S.S.; Chu, W. , NIPS, (2005)