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Publications

Publications | Technical Reports

Found 13 results

Filters: author is Weinberger [Clear All Filters]

2008

Resolving Tag Ambiguity Weinberger, K.; Slaney, M.; Zwol, R. , ACM Multimedia, 09/27/2008, Vancouver, Canada, (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

Large Margin Taxonomy Embedding with an Application to Document Categorization Weinberger, K.; Chapelle, O. , Neural Information Processing Systems (NIPS), Volume 21, (2008) Abstract

2007

Metric Learning with Convex Optimization Weinberger, K.Q. , Computer and Information Science, Philadelphia, p.162, (2007) Abstract

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)

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)

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)

Hierarchical Distributed Representations for Statistical Language Modeling Blitzer, J.; Weinberger, K.; Saul, L.; Pereira, F. , Advances in Neural Information Processing Systems 17, Cambridge, MA, (2005)

2004

Learning a kernel matrix for nonlinear dimensionality reduction Weinberger, K.Q.; Sha, F.; Saul, L.K. , Proceedings of the Twenty First International Conference on Machine Learning (ICML-04), Banff, Canada, p.839--846, (2004)