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Large margin nearest neighbor
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#	Item
11	Non-linear Metric Learning Dor Kedem, Stephen Tyree, Kilian Q. Weinberger Dept. of Comp. Sci. & Engi. Washington U. St. Louis, MO 63130 Add to Reading List Source URL: www-bcf.usc.edu Language: English - Date: 2013-09-10 16:22:06 Mathematical optimization Search algorithms Operations research Image processing Machine learning Large margin nearest neighbor K-nearest neighbor algorithm Vector space Least squares Mathematics Algebra Information science
12	Learning a Tree of Metrics with Disjoint Visual Features Sung Ju Hwang University of Texas Austin, TX 78701 Add to Reading List Source URL: www-bcf.usc.edu Language: English - Date: 2012-04-20 00:47:34 Semantic similarity Large margin nearest neighbor Feature selection K-nearest neighbor algorithm Class Solid modeling Supervised learning Machine learning Statistics Artificial intelligence
13	Information-Theoretic Metric Learning Jason V. Davis Brian Kulis Prateek Jain Suvrit Sra Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:24:52 Mahalanobis distance Large margin nearest neighbor K-nearest neighbor algorithm Distance Supervised learning Statistical classification K q-flats Nonlinear dimensionality reduction Statistics Machine learning Multivariate statistics
14	Fast Solvers and Efficient Implementations for Distance Metric Learning Kilian Q. Weinberger Yahoo! Research, 2821 Mission College Blvd, Santa Clara, CA 9505 Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-05-22 03:19:26 Search algorithms Numerical analysis K-nearest neighbor algorithm Large margin nearest neighbor Statistical models Statistical classification Mahalanobis distance Dimension reduction Nearest neighbor search Statistics Machine learning Multivariate statistics
15	Geometry-aware Metric Learning Zhengdong Lu LUZ @ CS . UTEXAS . EDU Prateek Jain PJAIN @ CS . UTEXAS . EDU Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2009-05-18 12:17:11 Multivariate statistics Statistical classification Signal processing Support vector machine Nonlinear dimensionality reduction Kernel principal component analysis Isomap Large margin nearest neighbor Supervised learning Statistics Machine learning Artificial intelligence
16	Similarity Learning for Provably AccurateSparse Linear Classification Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:54 Statistical classification Learning Linear classifier Support vector machine Stability Supervised learning K-nearest neighbor algorithm Large margin nearest neighbor Machine learning Statistics Artificial intelligence
17	Metric Learning From Relative Comparisons by Minimizing Squared Residual ∗ Eric Yi Liu∗† , Zhishan Guo∗† , Xiang Zhang∗‡ , Vladimir Jojic∗† and Wei Wang∗†§ {liuyi, zsguo}@cs.unc.edu, xiang.zhang@c Add to Reading List Source URL: www.cs.ucla.edu Language: English - Date: 2012-10-18 16:52:12 K-means clustering Statistics Multivariate statistics Large margin nearest neighbor
18	Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion Jinfeng Yi [removed] Lijun Zhang Add to Reading List Source URL: dataclustering.cse.msu.edu Language: English - Date: 2014-02-11 17:55:20 Data analysis Constrained clustering Cluster analysis Spectral clustering Hierarchical clustering K-means clustering Large margin nearest neighbor Segmentation Semi-supervised learning Statistics Machine learning Multivariate statistics
19	Rank-based Distance Metric Learning: An Application to Image Retrieval Jung-Eun Lee, Rong Jin and Anil K. Jain Michigan State University East Lansing, MI 48824, USA {leejun11,rongjin,jain}@cse.msu.edu Add to Reading List Source URL: dataclustering.cse.msu.edu Language: English - Date: 2009-04-06 14:01:06 Metric geometry Content-based image retrieval Large margin nearest neighbor Information retrieval Distance matrix Image retrieval Image search Artificial intelligence Science
20	ISMIR 2008 – Session 3a – Content-Based Retrieval, Categorization and Similarity 1 LEARNING A METRIC FOR MUSIC SIMILARITY Malcolm Slaney Yahoo! Research 2821 Mission College Blvd. Add to Reading List Source URL: research.yahoo.com Language: English - Date: 2013-04-05 04:39:35 Search algorithms K-nearest neighbor algorithm Mahalanobis distance Statistical classification Large margin nearest neighbor Linear discriminant analysis Covariance matrix Principal component analysis Statistics Multivariate statistics Data analysis