Large margin nearest neighbor

Results: 22



#Item
1Machine learning / Multivariate statistics / K-nearest neighbors algorithm / Active learning / Eigenvalues and eigenvectors / Cluster analysis / Large margin nearest neighbor / Recommender system / K-means clustering / Support vector machine / Markov chain / Multidimensional scaling

EigenSense: Saving User Effort with Active Metric Learning Eli T Brown Remco Chang

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Source URL: poloclub.gatech.edu

Language: English - Date: 2014-07-21 14:53:03
2Algebra / Mathematics / Statistics / Real algebraic geometry / Multivariate statistics / Statistical classification / Mahalanobis distance / Statistical distance / Linear algebra / Support vector machine / Large margin nearest neighbor / Matrix

Learning Local Invariant Mahalanobis Distances Ethan Fetaya Weizmann Institute of science ETHAN . FETAYA @ WEIZMANN . AC . IL

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Source URL: jmlr.org

Language: English - Date: 2015-09-16 19:38:44
3K-nearest neighbor algorithm / Supervised learning / Support vector machine / Large margin nearest neighbor / Semidefinite embedding / Statistical classification / Spectral clustering / Positive-definite kernel / Statistics / Machine learning / Artificial intelligence

From Region Similarity to Category Discovery Carolina Galleguillos† Brian McFee† Serge Belongie† Gert Lanckriet‡ † Computer Science and Engineering Department

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Source URL: bmcfee.github.io

Language: English - Date: 2015-03-31 11:15:28
4Artificial intelligence / Search algorithms / Dimension reduction / Neighbourhood components analysis / K-nearest neighbor algorithm / Statistical classification / Nonlinear dimensionality reduction / Large margin nearest neighbor / Supervised learning / Statistics / Machine learning / Multivariate statistics

Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning Daniel Tarlow† Microsoft Research Cambridge

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Source URL: www.cs.toronto.edu

Language: English - Date: 2013-05-09 17:55:22
5Multivariate statistics / Search algorithms / Dimension reduction / Neighbourhood components analysis / K-nearest neighbor algorithm / Statistical classification / Nonlinear dimensionality reduction / Large margin nearest neighbor / Supervised learning / Statistics / Machine learning / Artificial intelligence

Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning Daniel Tarlow† Microsoft Research Cambridge

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Source URL: www.cs.toronto.edu

Language: English - Date: 2013-05-10 18:43:05
6Dynamic time warping / Data analysis / Variance / Large margin nearest neighbor / Multivariate statistics / Statistics / Time series analysis / Dynamic programming

Learning Metrics for Time Series (Part 2) Ahlame Douzal Univ. Grenoble Alpes CNRS-LIG/AMA France

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Source URL: ama.liglab.fr

Language: English - Date: 2014-11-24 06:48:37
7Machine learning / Multivariate statistics / Search algorithms / Mahalanobis distance / Large margin nearest neighbor / Statistical classification / Nearest neighbor search / K-nearest neighbor algorithm / Linear discriminant analysis / Statistics / Information science / Mathematics

Mahalanobis Distance Learning for Person Re-Identification Peter M. Roth1 , Martin Hirzer1 , Martin K¨ostinger1 , Csaba Beleznai2 , and Horst Bischof1 1 2

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Source URL: lrs.icg.tugraz.at

Language: English - Date: 2014-07-03 09:08:46
8Linear algebra / Multivariate statistics / Statistical classification / Singular value decomposition / Abstract algebra / Principal component analysis / Tikhonov regularization / Linear discriminant analysis / Large margin nearest neighbor / Algebra / Statistics / Mathematics

C:/Papers/SAM_MDL/MDL.dvi

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Source URL: www.research.ibm.com

Language: English - Date: 2012-08-13 11:38:52
9Statistical classification / Data analysis / Learning / Nonlinear dimensionality reduction / K-nearest neighbor algorithm / Supervised learning / Large margin nearest neighbor / Linear classifier / Support vector machine / Statistics / Machine learning / Multivariate statistics

Distance Learning Algorithm Comparing in Classification and Retrieval Jiecheng Zhao supervisor: Scott Sanner October 31, 2012

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2014-11-14 04:07:19
10Computational neuroscience / Statistical classification / Learning / Support vector machine / K-nearest neighbor algorithm / Large margin nearest neighbor / Kernel methods / Neural network / Pattern recognition / Machine learning / Statistics / Artificial intelligence

Large Margin Multi-Task Metric Learning Kilian Q. Weinberger Department of Computer Science and Engineering Washington University in St. Louis St. Louis, MO 63130

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Source URL: www.cse.wustl.edu

Language: English - Date: 2010-11-15 23:17:09
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