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Volumn , Issue , 2013, Pages

Fast determinantal point process sampling with application to clustering

Author keywords

[No Author keywords available]

Indexed keywords

CARDINALITIES; DETERMINING THE NUMBER OF CLUSTERS; MODEL SET; POINT PROCESS; POSITIVE-DEFINITE MATRICES; RAPIDLY MIXING; SAMPLING ALGORITHM;

EID: 84898948695     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (56)

References (15)
  • 1
    • 84898940831 scopus 로고    scopus 로고
    • Determinantal point processes for machine learning
    • A. Kulesza and B. Taskar. Determinantal point processes for machine learning. ArXiv, 2012.
    • (2012) ArXiv
    • Kulesza, A.1    Taskar, B.2
  • 2
    • 80053453730 scopus 로고    scopus 로고
    • K-DPPs: Fixed-size determinantal point processes
    • A. Kulesza and B. Taskar. k-DPPs: Fixed-size determinantal point processes. In Proceedings of ICML, 2011.
    • (2011) Proceedings of ICML
    • Kulesza, A.1    Taskar, B.2
  • 7
    • 62249143532 scopus 로고    scopus 로고
    • NP-hardness of euclidean sum-of-squares clustering
    • A. Daniel, D. Amit, H. Pierre, and P. Preyas. NP-hardness of euclidean sum-of-squares clustering. Machine Learning, 75:245-248, 2009.
    • (2009) Machine Learning , vol.75 , pp. 245-248
    • Daniel, A.1    Amit, D.2    Pierre, H.3    Preyas, P.4
  • 9
    • 0000550189 scopus 로고    scopus 로고
    • A density-based algorithm for discovering clusters in large spatial databases with noise
    • M. Ester, H. Kriegel, J. Sander, and X. Xu. A density-based algorithm for discovering clusters in large spatial databases with noise. In Proceedings of KDD, 1996.
    • (1996) Proceedings of KDD
    • Ester, M.1    Kriegel, H.2    Sander, J.3    Xu, X.4
  • 10
    • 0032269108 scopus 로고    scopus 로고
    • How many clusters? Which clustering method? Answers via model-based cluster analysis
    • C. Fraley and A. E. Raftery. How many clusters? which clustering method? answers via model-based cluster analysis. The Computer Journal, 41(8), 1998.
    • (1998) The Computer Journal , vol.41 , Issue.8
    • Fraley, C.1    Raftery, A.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.