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Volumn , Issue , 2009, Pages 761-768

Online metric learning and fast similarity search

Author keywords

[No Author keywords available]

Indexed keywords

E-LEARNING;

EID: 84858775391     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (193)

References (16)
  • 1
    • 0036040277 scopus 로고    scopus 로고
    • Similarity estimation techniques from rounding algorithms
    • M. Charikar. Similarity Estimation Techniques from Rounding Algorithms. In STOC, 2002.
    • (2002) STOC
    • Charikar, M.1
  • 3
    • 4544259509 scopus 로고    scopus 로고
    • Locality-sensitive hashing scheme based on p-stable distributions
    • M. Datar, N. Immorlica, P. Indyk, and V.Mirrokni. Locality-Sensitive Hashing Scheme Based on p-Stable Distributions. In SOCG, 2004.
    • (2004) SOCG
    • Datar, M.1    Immorlica, N.2    Indyk, P.3    Mirrokni, V.4
  • 5
    • 84864031890 scopus 로고    scopus 로고
    • Image retrieval and classification using local distance functions
    • A. Frome, Y. Singer, and J. Malik. Image retrieval and classification using local distance functions. In NIPS, 2007.
    • (2007) NIPS
    • Frome, A.1    Singer, Y.2    Malik, J.3
  • 6
    • 0001944742 scopus 로고    scopus 로고
    • Similarity search in high dimensions via hashing
    • A. Gionis, P. Indyk, and R.Motwani. Similarity Search in High Dimensions via Hashing. In VLDB, 1999.
    • (1999) VLDB
    • Gionis, A.1    Indyk, P.2    Motwani, R.3
  • 7
    • 84864030708 scopus 로고    scopus 로고
    • Metric learning by collapsing classes
    • A. Globerson and S. Roweis. Metric Learning by Collapsing Classes. In NIPS, 2005.
    • (2005) NIPS
    • Globerson, A.1    Roweis, S.2
  • 8
    • 50649113227 scopus 로고    scopus 로고
    • Discriminant embedding for local image descriptors
    • G. Hua, M. Brown, and S. Winder. Discriminant embedding for local image descriptors. In ICCV, 2007.
    • (2007) ICCV
    • Hua, G.1    Brown, M.2    Winder, S.3
  • 9
    • 51949104743 scopus 로고    scopus 로고
    • Fast image search for learned metrics
    • P. Jain, B. Kulis, and K. Grauman. Fast Image Search for Learned Metrics. In CVPR, 2008.
    • (2008) CVPR
    • Jain, P.1    Kulis, B.2    Grauman, K.3
  • 10
    • 0008815681 scopus 로고    scopus 로고
    • Exponentiated Gradient versus Gradient Descent for Linear Predictors
    • J. Kivinen and M. K. Warmuth. Exponentiated Gradient Versus Gradient Descent for Linear Predictors. Inf. Comput., 132(1):1-63, 1997. (Pubitemid 127454001)
    • (1997) Information and Computation , vol.132 , Issue.1 , pp. 1-63
    • Kivinen, J.1    Warmuth, M.K.2
  • 11
    • 9444220002 scopus 로고    scopus 로고
    • Learning a distance metric from relative comparisons
    • M. Schultz and T. Joachims. Learning a Distance Metric from Relative Comparisons. In NIPS, 2003.
    • (2003) NIPS
    • Schultz, M.1    Joachims, T.2
  • 12
    • 36849029369 scopus 로고    scopus 로고
    • Online learning meets optimization in the dual
    • S. Shalev-Shwartz and Y. Singer. Online Learning meets Optimization in the Dual. In COLT, 2006.
    • (2006) COLT
    • Shalev-Shwartz, S.1    Singer, Y.2
  • 13
    • 14344262273 scopus 로고    scopus 로고
    • Online and batch learning of pseudo-metrics
    • S. Shalev-Shwartz, Y. Singer, and A. Ng. Online and Batch Learning of Pseudo-metrics. In ICML, 2004.
    • (2004) ICML
    • Shalev-Shwartz, S.1    Singer, Y.2    Ng, A.3
  • 14
    • 33749254973 scopus 로고    scopus 로고
    • Photo tourism: Exploring photo collections in 3D
    • DOI 10.1145/1141911.1141964, ACM Transactions on Graphics - Proceedings of ACM SIGGRAPH 2006
    • N. Snavely, S. Seitz, and R. Szeliski. Photo Tourism: Exploring Photo Collections in 3D. In SIGGRAPH Conference Proceedings, pages 835-846, New York, NY, USA, 2006. ACM Press. ISBN 1-59593-364-6. (Pubitemid 44481045)
    • (2006) ACM Transactions on Graphics , vol.25 , Issue.3 , pp. 835-846
    • Snavely, N.1    Seitz, S.M.2    Szeliski, R.3
  • 15
    • 33749550361 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • K. Weinberger, J. Blitzer, and L. Saul. Distance Metric Learning for Large Margin Nearest Neighbor Classification. In NIPS, 2006.
    • (2006) NIPS
    • Weinberger, K.1    Blitzer, J.2    Saul, L.3
  • 16
    • 85133386144 scopus 로고    scopus 로고
    • Distance metric learning, with application to clustering with side-information
    • E. Xing, A. Ng, M. Jordan, and S. Russell. Distance Metric Learning, with Application to Clustering with Side-Information. In NIPS, 2002.
    • (2002) NIPS
    • Xing, E.1    Ng, A.2    Jordan, M.3    Russell, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.