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Classification Methods with Reject Option Based on Convex Risk Minimization.
Ming Yuan, and Marten H. Wegkamp Journal of Machine Learning Research (2010)
to dblp by dblp on Jul 21, 2010, 3:45 PM
URL | BibTeX
Classification with a Reject Option using a Hinge Loss.
Peter L. Bartlett, and Marten H. Wegkamp Journal of Machine Learning Research (2008)
to dblp by dblp on Jul 21, 2010, 3:45 PM
URL | BibTeX
Quantization for Nonparametric Regression.
László Györfi, and Marten H. Wegkamp IEEE Transactions on Information Theory 54(2):867-874 (2008)
to dblp by dblp on Aug 29, 2008, 12:00 AM
URL | BibTeX
Weighted Minimum Mean-Square Distance from Independence Estimation
Donald J. Brown, and Marten H. Wegkamp Econometrica 70(5):2035--2051 (May 2, 2003)doi: 10.1111/1468-0262.00362 .
to imported by smicha on Apr 25, 2008, 10:38 AM
URL | BibTeX
Consistent variable selection in high dimensional regression via multiple testing
Florentina Bunea, Marten H. Wegkamp, and Anna Auguste Journal of Statistical Planning and Inference 136(12):4349--4364 (Dec 1, 2006)
to Bonferroni correction by smicha on Apr 23, 2008, 10:05 PM
URL | BibTeX
Sparse Density Estimation with l1 Penalties.
Florentina Bunea, Alexandre B. Tsybakov, and Marten H. Wegkamp COLT, volume 4539 of Lecture Notes in Computer Science, page 530-543. Springer, (2007)
to dblp by dblp on Jun 13, 2007, 12:00 AM
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Aggregation and Sparsity Via l1 Penalized Least Squares.
Florentina Bunea, Alexandre B. Tsybakov, and Marten H. Wegkamp COLT, volume 4005 of Lecture Notes in Computer Science, page 379-391. Springer, (2006)
to dblp by dblp on Oct 30, 2006, 12:00 AM
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Functional classification in Hilbert spaces.
Gérard Biau, Florentina Bunea, and Marten H. Wegkamp IEEE Transactions on Information Theory 51(6):2163-2172 (2005)
to dblp by dblp on Sep 29, 2005, 12:00 AM
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