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Volumn , Issue , 2008, Pages 176-183

Stability of transductive regression algorithms

Author keywords

[No Author keywords available]

Indexed keywords

MACHINE LEARNING; REGRESSION ANALYSIS; LEARNING SYSTEMS; ROBOT LEARNING;

EID: 56449109039     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1390156.1390179     Document Type: Conference Paper
Times cited : (32)

References (13)
  • 1
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    • Regularization and semi-supervised learning on large graphs
    • Belkin, M., Matveeva, L, & Niyogi, P. (2004a). Regularization and semi-supervised learning on large graphs. COLT (pp. 624-638).
    • (2004) COLT , pp. 624-638
    • Belkin, M.1    Matveeva, L.2    Niyogi, P.3
  • 2
    • 31844446899 scopus 로고    scopus 로고
    • Manifold regularization
    • TR-2004-06, University of Chicago
    • Belkin, M., Niyogi, P., & Sindhwani, V. (2004b). Manifold regularization (Technical Report TR-2004-06). University of Chicago.
    • (2004) Technical Report
    • Belkin, M.1    Niyogi, P.2    Sindhwani, V.3
  • 3
    • 0038368335 scopus 로고    scopus 로고
    • Stability and generalization
    • Bousquet, O., & Elisseeff, A. (2002). Stability and generalization. JMLR, 2, 499-526.
    • (2002) JMLR , vol.2 , pp. 499-526
    • Bousquet, O.1    Elisseeff, A.2
  • 4
    • 84898986638 scopus 로고    scopus 로고
    • Transductive Inference for Estimating Values of Functions
    • Chapelle, O., Vapuik, V., & Weston, J. (1999). Transductive Inference for Estimating Values of Functions. NIPS 12 (pp. 421-427).
    • (1999) NIPS 12 , pp. 421-427
    • Chapelle, O.1    Vapuik, V.2    Weston, J.3
  • 5
    • 84864073503 scopus 로고    scopus 로고
    • On Transductive Regression
    • Cortes, C., & Mohri, M. (2007). On Transductive Regression. NIPS 19 (pp. 305-312).
    • (2007) NIPS 19 , pp. 305-312
    • Cortes, C.1    Mohri, M.2
  • 6
    • 33746089533 scopus 로고    scopus 로고
    • Stable transductive learning
    • El-Yaniv, R., & Pechyony, D. (2006). Stable transductive learning. COLT (pp. 35-49).
    • (2006) COLT , pp. 35-49
    • El-Yaniv, R.1    Pechyony, D.2
  • 7
    • 0001035413 scopus 로고
    • On the method of bounded differences
    • Cambridge University Press, Cambridge
    • McDiarmid, C. (1989). On the method of bounded differences. Surveys in Combinatorics (pp. 148-188). Cambridge University Press, Cambridge.
    • (1989) Surveys in Combinatorics , pp. 148-188
    • McDiarmid, C.1
  • 8
    • 0036643079 scopus 로고    scopus 로고
    • Metric-Based Methods for Adaptive Model Selection and Regularization
    • Schuurmans, D., & Southey, F. (2002). Metric-Based Methods for Adaptive Model Selection and Regularization. Machine Learning, 48, 51-84.
    • (2002) Machine Learning , vol.48 , pp. 51-84
    • Schuurmans, D.1    Southey, F.2
  • 11
    • 84862296272 scopus 로고    scopus 로고
    • Transductive classification via local learning regularization
    • Wu, M., & Schölkopf, B. (2007). Transductive classification via local learning regularization. AISTATS (pp. 628-635).
    • (2007) AISTATS , pp. 628-635
    • Wu, M.1    Schölkopf, B.2
  • 13
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using gaussian fields and harmonic functions
    • Zhu, X., Ghahramani, Z., & Lafferty, J. (2003). Semi-supervised learning using gaussian fields and harmonic functions. ICML (pp. 912-919).
    • (2003) ICML , pp. 912-919
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.