메뉴 건너뛰기




Volumn 7572 LNCS, Issue PART 1, 2012, Pages 414-427

Accelerated large scale optimization by concomitant hashing

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATE NEAREST NEIGHBOR; COMMON OPERATIONS; COMPUTATIONAL BOTTLENECKS; COMPUTATIONAL COSTS; HASHING TECHNIQUES; INNER PRODUCT; LARGE-SCALE OPTIMIZATION; LOCALITY SENSITIVE HASHING; NEW APPLICATIONS; OBJECT MATCHING; OPTIMIZATION ALGORITHMS; OPTIMIZATION PROCEDURES; ORDER STATISTICS; RANDOM VECTORS; REGULARIZED LEAST SQUARES; THEORETIC ANALYSIS;

EID: 84867851112     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33718-5_30     Document Type: Conference Paper
Times cited : (9)

References (23)
  • 1
    • 77953194802 scopus 로고    scopus 로고
    • Learning image similarity from flickr groups using stochastic intersection kernel machines
    • Wang, G., Hoiem, D., Forsyth, D.: Learning image similarity from flickr groups using stochastic intersection kernel machines. In: ICCV (2009)
    • (2009) ICCV
    • Wang, G.1    Hoiem, D.2    Forsyth, D.3
  • 2
    • 78149312744 scopus 로고    scopus 로고
    • Randomized Locality Sensitive Vocabularies for Bag-of-Features Model
    • Daniilidis, K. (ed.) ECCV 2010, Part III. Springer, Heidelberg
    • Mu, Y., Sun, J., Han, T.X., Cheong, L.-F., Yan, S.: Randomized Locality Sensitive Vocabularies for Bag-of-Features Model. In: Daniilidis, K. (ed.) ECCV 2010, Part III. LNCS, vol. 6313, pp. 748-761. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6313 , pp. 748-761
    • Mu, Y.1    Sun, J.2    Han, T.X.3    Cheong, L.-F.4    Yan, S.5
  • 4
    • 37549058056 scopus 로고    scopus 로고
    • Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions
    • Andoni, A., Indyk, P.: Near-optimal hashing algorithms for approximate nearest neighbor in high dimensions. Commun. ACM 51(1), 117-122 (2008)
    • (2008) Commun. ACM , vol.51 , Issue.1 , pp. 117-122
    • Andoni, A.1    Indyk, P.2
  • 6
    • 77953184849 scopus 로고    scopus 로고
    • Kernelized locality-sensitive hashing for scalable image search
    • Kulis, B., Grauman, K.: Kernelized locality-sensitive hashing for scalable image search. In: ICCV (2009)
    • (2009) ICCV
    • Kulis, B.1    Grauman, K.2
  • 7
    • 85167402693 scopus 로고    scopus 로고
    • Non-metric locality-sensitive hashing
    • Mu, Y., Yan, S.: Non-metric locality-sensitive hashing. In: AAAI (2010)
    • (2010) AAAI
    • Mu, Y.1    Yan, S.2
  • 9
    • 85161990053 scopus 로고    scopus 로고
    • Hashing hyperplane queries to near points with applications to large-scale active learning
    • Jain, P., Vijayanarasimhan, S., Grauman, K.: Hashing hyperplane queries to near points with applications to large-scale active learning. In: NIPS (2010)
    • (2010) NIPS
    • Jain, P.1    Vijayanarasimhan, S.2    Grauman, K.3
  • 10
    • 0003007938 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • Tong, S., Koller, D.: Support vector machine active learning with applications to text classification. In: ICML (2000)
    • (2000) ICML
    • Tong, S.1    Koller, D.2
  • 11
    • 0038803538 scopus 로고
    • Distribution and expected value of the rank of a concomitant of an order statistic
    • David, H., O'Connell, M., Yang, S.: Distribution and expected value of the rank of a concomitant of an order statistic. The Annals of Statistics 5(1), 216-223 (1977)
    • (1977) The Annals of Statistics , vol.5 , Issue.1 , pp. 216-223
    • David, H.1    O'Connell, M.2    Yang, S.3
  • 12
    • 65449117321 scopus 로고    scopus 로고
    • Locality sensitive hash functions based on concomitant rank order statistics
    • Eshghi, K., Rajaram, S.: Locality sensitive hash functions based on concomitant rank order statistics. In: ACM SIGKDD (2008)
    • (2008) ACM SIGKDD
    • Eshghi, K.1    Rajaram, S.2
  • 13
    • 52649138409 scopus 로고    scopus 로고
    • Efficient maximum margin clustering via cutting plane algorithm
    • Zhao, B., Wang, F., Zhang, C.: Efficient maximum margin clustering via cutting plane algorithm. In: SDM (2008)
    • (2008) SDM
    • Zhao, B.1    Wang, F.2    Zhang, C.3
  • 15
    • 1942418470 scopus 로고    scopus 로고
    • Grafting: Fast, incremental feature selection by gradient descent in function space
    • Perkins, S., Lacker, K., Theiler, J.: Grafting: fast, incremental feature selection by gradient descent in function space. J. Mach. Learn. Res. 3, 1333-1356 (2003)
    • (2003) J. Mach. Learn. Res. , vol.3 , pp. 1333-1356
    • Perkins, S.1    Lacker, K.2    Theiler, J.3
  • 16
    • 77956195990 scopus 로고    scopus 로고
    • Grafting-light: Fast, incremental feature selection and structure learning of markov random fields. In
    • Zhu, J., Lao, N., Xing, E.P.: Grafting-light: fast, incremental feature selection and structure learning of markov random fields. In: SIGKDD (2010)
    • (2010) SIGKDD
    • Zhu, J.1    Lao, N.2    Xing, E.P.3
  • 17
    • 0001240320 scopus 로고
    • Convergence of sample paths of normalized sums of induced order statistics
    • Bhattacharya, P.K.: Convergence of sample paths of normalized sums of induced order statistics. The Annals of Statistics 2, 1034-1039 (1974)
    • (1974) The Annals of Statistics , vol.2 , pp. 1034-1039
    • Bhattacharya, P.K.1
  • 18
    • 35348903469 scopus 로고
    • A note on invariance principles for induced order statistics
    • Sen, P.: A note on invariance principles for induced order statistics. Annuals of Probability 4, 474-479 (1976)
    • (1976) Annuals of Probability , vol.4 , pp. 474-479
    • Sen, P.1
  • 19
    • 0009022053 scopus 로고
    • The asymptotic theory of concomitants of order statistics
    • David, H., Galambos, J.: The asymptotic theory of concomitants of order statistics. Journal of Applied Probability 11, 762-770 (1974)
    • (1974) Journal of Applied Probability , vol.11 , pp. 762-770
    • David, H.1    Galambos, J.2
  • 20
    • 0036040277 scopus 로고    scopus 로고
    • Similarity estimation techniques from rounding algorithms
    • Charikar, M.: Similarity estimation techniques from rounding algorithms. In: STOC (2002)
    • (2002) STOC
    • Charikar, M.1
  • 22
    • 78149308464 scopus 로고    scopus 로고
    • Efficient Highly Over-Complete Sparse Coding Using a Mixture Model
    • Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part V. Springer, Heidelberg
    • Yang, J., Yu, K., Huang, T.: Efficient Highly Over-Complete Sparse Coding Using a Mixture Model. In: Daniilidis, K., Maragos, P., Paragios, N. (eds.) ECCV 2010, Part V. LNCS, vol. 6315, pp. 113-126. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6315 , pp. 113-126
    • Yang, J.1    Yu, K.2    Huang, T.3
  • 23
    • 78650972030 scopus 로고    scopus 로고
    • Efficient large-scale image annotation by probabilistic collaborative multi-label propagation
    • Chen, X., Mu, Y., Yan, S., Chua, T.-S.: Efficient large-scale image annotation by probabilistic collaborative multi-label propagation. In: ACM Multimedia (2010)
    • (2010) ACM Multimedia
    • Chen, X.1    Mu, Y.2    Yan, S.3    Chua, T.-S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.