Result 1 to 20 of 55 total
Prototype classification: Insights from machine learning. (English)
Neural Comput. 21, No. 1, 272-300 (2009).
1
Consistency of spectral clustering. (English)
Ann. Stat. 36, No. 2, 555-586 (2008).
2
Statistical performance of support vector machines. (English)
Ann. Stat. 36, No. 2, 489-531 (2008).
3
Combining PAC-Bayesian and generic chaining bounds. (English)
J. Mach. Learn. Res. 8, 863-889 (2007).
4
Guest editorial: Learning theory. (English)
Mach. Learn. 66, No. 2-3, 115-118 (2007).
5
Statistical properties of kernel principal component analysis. (English)
Mach. Learn. 66, No. 2-3, 259-294 (2007).
6
The tradeoffs of large scale learning (English)
NIPS (2007).
7
Comment. (English)
Stat. Sci. 21, No. 3, 337-340 (2006).
8
Cascade evaluation of clustering algorithms. (English)
Fürnkranz, Johannes (ed.) et al., Machine learning: ECML 2006. 17th European conference on machine learning Berlin, Germany, September 18‒22, 2006. Proceedings. Berlin: Springer (ISBN 978-3-540-45375-8/pbk). Lecture Notes in Computer Science 4212. Lecture Notes in Artificial Intelligence, 574-581 (2006).
9
Cascade evaluation of clustering algorithms (English)
ECML, 574-581 (2006).
10
Kernel methods for measuring independence. (English)
J. Mach. Learn. Res. 6, 2075-2129 (2005).
11
SSC: Statistical subspace clustering. (English)
Perner, Petra (ed.) et al., Machine learning and data mining in pattern recognition. 4th international conference, MLDM 2005, Leipzig, Germany, July 9‒11, 2005. Proceedings. Berlin: Springer (ISBN 978-3-540-26923-6/pbk). Lecture Notes in Computer Science 3587. Lecture Notes in Artificial Intelligence, 100-109 (2005).
12
Measuring statistical dependence with Hilbert-Schmidt norms. (English)
Jain, Sanjay (ed.) et al., Algorithmic learning theory. 16th international conference, ALT 2005, Singapore, October 8‒11, 2005. Proceedings. Berlin: Springer (ISBN 3-540-29242-X/pbk). Lecture Notes in Computer Science 3734. Lecture Notes in Artificial Intelligence, 63-77 (2005).
13
Theory of classification: a survey of some recent advances. (English)
ESAIM, Probab. Stat. 9, 323-375 (2005).
14
Local Rademacher complexities. (English)
Ann. Stat. 33, No. 4, 1497-1537 (2005).
15
Maximal margin classification for metric spaces. (English)
J. Comput. Syst. Sci. 71, No. 3, 333-359 (2005).
16
SSC: statistical subspace clustering (English)
EGC, 177-182 (2005).
17
Evaluating predictive uncertainty challenge (English)
MLCW, 1-27 (2005).
18
Measuring statistical dependence with Hilbert-Schmidt norms (English)
ALT, 63-77 (2005).
19
SSC: statistical subspace clustering (English)
MLDM, 100-109 (2005).
20
Result 1 to 20 of 55 total
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