-
1
-
-
9444269961
-
On the bayes-risk consistency of regularized boosting methods
-
Gábor Lugosi and Nicolas Vayatis. On the bayes-risk consistency of regularized boosting methods. Annals of Statistics, 32(1):30-55, 2004.
-
(2004)
Annals of Statistics
, vol.32
, Issue.1
, pp. 30-55
-
-
Lugosi, G.1
Vayatis, N.2
-
2
-
-
26444545593
-
Process consistency for AdaBoost
-
Wenxin Jiang. Process consistency for AdaBoost. Annals of Statistics, 32(1):13-29, 2004.
-
(2004)
Annals of Statistics
, vol.32
, Issue.1
, pp. 13-29
-
-
Jiang, W.1
-
3
-
-
4644257995
-
Statistical behavior and consistency of classification methods based on convex risk minimization
-
Tong Zhang. Statistical behavior and consistency of classification methods based on convex risk minimization. Annals of Statistics, 32(1):56-134, 2004.
-
(2004)
Annals of Statistics
, vol.32
, Issue.1
, pp. 56-134
-
-
Zhang, T.1
-
4
-
-
12444265838
-
Consistency of support vector machines and other regularized kernel classifiers
-
Ingo Steinwart. Consistency of support vector machines and other regularized kernel classifiers. IEEE Transactions on Information Theory, 51(1):128-142, 2005.
-
(2005)
IEEE Transactions on Information Theory
, vol.51
, Issue.1
, pp. 128-142
-
-
Steinwart, I.1
-
5
-
-
33645505792
-
Convexity, classification and risk bounds
-
Peter Bartlett, Michael Jordan, and Jon McAuliffe. Convexity, classification and risk bounds. Journal of the American Statistical Association, 101(473):138-156, 2006.
-
(2006)
Journal of the American Statistical Association
, vol.101
, Issue.473
, pp. 138-156
-
-
Bartlett, P.1
Jordan, M.2
McAuliffe, J.3
-
6
-
-
26944483874
-
Statistical analysis of some multi-category large margin classification methods
-
Tong Zhang. Statistical analysis of some multi-category large margin classification methods. Journal of Machine Learning Research, 5:1225-1251, 2004.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1225-1251
-
-
Zhang, T.1
-
7
-
-
34249062309
-
On the consistency of multiclass classification methods
-
Ambuj Tewari and Peter Bartlett. On the consistency of multiclass classification methods. Journal of Machine Learning Research, 8:1007-1025, 2007.
-
(2007)
Journal of Machine Learning Research
, vol.8
, pp. 1007-1025
-
-
Tewari, A.1
Bartlett, P.2
-
8
-
-
55349114379
-
Statistical analysis of Bayes optimal subset ranking
-
David Cossock and Tong Zhang. Statistical analysis of bayes optimal subset ranking. IEEE Transactions on Information Theory, 54(11):5140-5154, 2008.
-
(2008)
IEEE Transactions on Information Theory
, vol.54
, Issue.11
, pp. 5140-5154
-
-
Cossock, D.1
Zhang, T.2
-
9
-
-
56449094442
-
Listwise approach to learning to rank: Theory and algorithm
-
Fen Xia, Tie-Yan Liu, JueWang,Wensheng Zhang, and Hang Li. Listwise approach to learning to rank: Theory and algorithm. In International Conference on Machine Learning, 2008.
-
(2008)
International Conference on Machine Learning
-
-
Xia, F.1
Liu, T.-Y.2
Wang, J.3
Zhang, W.4
Li, H.5
-
15
-
-
34547483052
-
How to compare different loss functions and their risks
-
Ingo Steinwart. How to compare different loss functions and their risks. Constructive Approximation, 26:225-287, 2007.
-
(2007)
Constructive Approximation
, vol.26
, pp. 225-287
-
-
Steinwart, I.1
-
20
-
-
84877728532
-
Notes on convex sets, polytopes, polyhedra, combinatorial topology, Voronoi diagrams and Delaunay triangulations
-
University of Pennsylvania
-
Jean Gallier. Notes on convex sets, polytopes, polyhedra, combinatorial topology, Voronoi diagrams and Delaunay triangulations. Technical report, Department of Computer and Information Science, University of Pennsylvania, 2009.
-
(2009)
Technical Report, Department of Computer and Information Science
-
-
Gallier, J.1
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