Fast solvers and efficient implementations for distance metric learning (2008)

by Kilian Q. Weinberger , Lawrence K. Saul
Venue:In ICML
Citations:41 - 5 self

Documents Related by Co-Citation

147 Information-theoretic metric learning – Jason Davis, Brian Kulis, Suvrit Sra, Inderjit Dhillon - 2007
505 Distance Metric Learning, With Application To Clustering With Side-Information – Eric P. Xing, Andrew Y. Ng, Michael I. Jordan, Stuart Russell - 2003
326 Distance metric learning for large margin nearest neighbor classification – Kilian Q. Weinberger, John Blitzer, Lawrence K. Saul - 2006
548 Learning the Kernel Matrix with Semi-Definite Programming – Gert R. G. Lanckriet, Nello Cristianini, Laurent El Ghaoui, Peter Bartlett, Michael I. Jordan - 2002
130 Metric Learning by Collapsing Classes – Amir Globerson, Sam Roweis
23 Online Metric Learning and Fast Similarity Search – Prateek Jain, Brian Kulis, Inderjit S. Dhillon, Kristen Grauman
3657 Convex Optimization – Stephen Boyd, Lieven Vandenberghe - 2004
2703 Indexing by latent semantic analysis – Scott Deerwester, Susan T. Dumais, George W. Furnas, Thomas K. Landauer, Richard Harshman - 1990
52 Distance Metric Learning: A Comprehensive Survey – Liu Yang - 2006
5090 Distinctive Image Features from Scale-Invariant Keypoints – David G. Lowe - 2003
2350 Latent dirichlet allocation – David M. Blei, Andrew Y. Ng, Michael I. Jordan, John Lafferty - 2003
16 Learning sparse metrics via linear programming – R Rosales, G Fung - 2006
108 Learning a mahalanobis metric from equivalence constraints – A Bar-Hillel, T Hertz, N Shental, D Weinshall - 2005
54 Learning with Idealized Kernels – J T Kwok, I W Tsang - 2003
208 Neighbourhood components analysis – Jacob Goldberger, Sam Roweis, Geoff Hinton, Ruslan Salakhutdinov - 2004
88 Learning globally-consistent local distance functions for shape-based image retrieval and classification – Andrea Frome, Fei Sha, Yoram Singer, Jitendra Malik - 2007
120 Learning a distance metric from relative comparisons – Matthew Schultz, Thorsten Joachims - 2004
556 Multiresolution grayscale and rotation invariant texture classification with local binary patterns – Timo Ojala, Matti Pietikaè Inen, Senior Member, Topi Maèenpaè Aè
31 Large margin component analysis – L Torresani, K Lee - 2006