-
1
-
-
9444254174
-
A framework for statistical clustering with a constant time approximation algorithms for K-Median clustering
-
Learning Theory
-
Shai Ben-David. A framework for statistical clustering with a constant time approximation algorithms for k-median clustering. In Proceedings of COLT 2004, pages 415-426. (Pubitemid 38940350)
-
(2004)
Lecture Notes in Computer Science
, Issue.3120
, pp. 415-426
-
-
Ben-David, S.1
-
2
-
-
33746099301
-
A sober look at clustering stability
-
Learning Theory - 19th Annual Conference on Learning Theory, COLT 2006, Proceedings
-
Shai Ben-David, Ulrike von Luxburg, and Dávid Pál. A sober look at clustering stability. In Proceedings of COLT 2006, pages 5-19. (Pubitemid 44072182)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4005
, pp. 5-19
-
-
Ben-David, S.1
Von Luxburg, U.2
Pal, D.3
-
3
-
-
0038368335
-
Stability and generalization
-
DOI 10.1162/153244302760200704
-
Olivier Bousquet and André Elisseeff. Stability and generalization. Journal of Machine Learning Research, 2:499-526, 2002. (Pubitemid 135712570)
-
(2002)
Journal of Machine Learning Research
, vol.2
, Issue.3
, pp. 499-526
-
-
Bousquet, O.1
Elisseeff, A.2
-
5
-
-
33845432918
-
Stability properties of empirical risk minimization over Donsker classes
-
Andrea Caponnetto and Alexander Rakhlin. Stability properties of empirical risk minimization over donsker classes. Journal of Machine Learning Research, 6:2565-2583, 2006. (Pubitemid 44907506)
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 2565-2583
-
-
Caponnetto, A.1
Rakhlin, A.2
-
7
-
-
84947403595
-
Probability inequalities for sums of bounded random variables
-
13-30, March
-
Wassily Hoeffding. Probability inequalities for sums of bounded random variables. Journal of the American Statistical Association, 58(301):13-30, March 1963.
-
(1963)
Journal of the American Statistical Association
, vol.58
, Issue.301
-
-
Hoeffding, W.1
-
9
-
-
2442611856
-
Stability-based validation of clustering solutions
-
DOI 10.1162/089976604773717621
-
Tilman Lange, Volker Roth, Mikio L. Braun, and Joachim M. Buhmann. Stability-based validation of clustering solutions. Neural Computation, 16(6):1299-1323, June 2004. (Pubitemid 38640626)
-
(2004)
Neural Computation
, vol.16
, Issue.6
, pp. 1299-1323
-
-
Lange, T.1
Roth, V.2
Braun, M.L.3
Buhmann, J.M.4
-
10
-
-
0037399538
-
Pac-bayesian stochastic model selection
-
D.A. McAllester. Pac-bayesian stochastic model selection. Machine Learning Journal, 51(1):5-21, 2003.
-
(2003)
Machine Learning Journal
, vol.51
, Issue.1
, pp. 5-21
-
-
McAllester, D.A.1
-
11
-
-
0001035413
-
On the method of bounded differences
-
London Mathematical Society Lecture Note Series. Cambridge University Press
-
C. McDiarmid. On the method of bounded differences. In Surveys in Combinatorics, volume 141 of London Mathematical Society Lecture Note Series, pages 148-188. Cambridge University Press, 1989.
-
(1989)
Surveys in Combinatorics
, vol.141
, pp. 148-188
-
-
McDiarmid, C.1
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