-
1
-
-
21844440820
-
Generalization bounds for the area under the ROC curve
-
Agarwal, S., Graepel, T., Herbrich, R., Har-Pelend, S., and Roth, D. Generalization bounds for the area under the ROC curve. Journal of Machine Learning Research, 6:393-425, 2005.
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 393-425
-
-
Agarwal, S.1
Graepel, T.2
Herbrich, R.3
Har-Pelend, S.4
Roth, D.5
-
2
-
-
84898065480
-
An efficient reduction of ranking to classification
-
Ailon, N. and Mohri, M. An efficient reduction of ranking to classification. In COLT, pp. 87-98, 2008.
-
(2008)
COLT
, pp. 87-98
-
-
Ailon, N.1
Mohri, M.2
-
4
-
-
84859817220
-
Robust reductions from ranking to classification
-
Balcan, M.-F., Bansal, N., Beygelzimer, A., Coppersmith, D., Langford, J., and Sorkin, G. B. Robust reductions from ranking to classification. Machine Learning, 82:139-153, 2008.
-
(2008)
Machine Learning
, vol.82
, pp. 139-153
-
-
Balcan, M.-F.1
Bansal, N.2
Beygelzimer, A.3
Coppersmith, D.4
Langford, J.5
Sorkin, G.B.6
-
5
-
-
33645505792
-
Convexity, classification, and risk bounds
-
DOI 10.1198/016214505000000907
-
Bartlett, P. L., Jordan, M. I., and McAuliffe, J. D. Convexity, classification, and risk bounds. Journal of the American Statistical Association, 101(473): 138-156, 2006. (Pubitemid 43500031)
-
(2006)
Journal of the American Statistical Association
, vol.101
, Issue.473
, pp. 138-156
-
-
Bartlett, P.L.1
Jordan, M.I.2
McAuliffe, J.D.3
-
6
-
-
33746225022
-
KDD-Cup 2004: Results and analysis
-
Caruana, R., Joachims, T., and Backstrom, L. KDD-Cup 2004: Results and analysis. SIGKDD Explor. Newsl., 6:95-108, 2004.
-
(2004)
SIGKDD Explor. Newsl.
, vol.6
, pp. 95-108
-
-
Caruana, R.1
Joachims, T.2
Backstrom, L.3
-
7
-
-
51049098491
-
Ranking and empirical minimization of U-statistics
-
Clémençon, S., Gábor, L., and Vayatis, N. Ranking and empirical minimization of U-statistics. Annals of Statistics, 36:844-874, 2008.
-
(2008)
Annals of Statistics
, vol.36
, pp. 844-874
-
-
Clémençon, S.1
Gábor, L.2
Vayatis, N.3
-
8
-
-
0033314011
-
Learning to order things
-
Cohen, W. W., Schapire, R. E., and Singer, Y. Learning to order things. Journal of Artificial Intelligence Research, 10:243-270, 1999. (Pubitemid 30573909)
-
(1999)
Journal of Artificial Intelligence Research
, vol.10
, pp. 243-270
-
-
Cohen, W.W.1
Schapire, R.E.2
Singer, Y.3
-
9
-
-
14344262841
-
AUC optimization vs. error rate minimization
-
MIT Press
-
Cortes, C. and Mohri, M. AUC optimization vs. error rate minimization. In NIPS. MIT Press, 2003.
-
(2003)
NIPS
-
-
Cortes, C.1
Mohri, M.2
-
11
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Freund, Y. and Schapire, Robert E. A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences, 55(1):119-139, 1997.
-
(1997)
Journal of Computer and System Sciences
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
12
-
-
4644367942
-
An efficient boosting algorithm for combining preferences
-
Freund, Y., Iyer, R., Schapire, R. E., and Singer, Y. An efficient boosting algorithm for combining preferences. Journal of Machine Learning Research, 4: 933-969, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.4
, pp. 933-969
-
-
Freund, Y.1
Iyer, R.2
Schapire, R.E.3
Singer, Y.4
-
13
-
-
0003684449
-
-
Springer
-
Hastie, T., Tibshirani, R., and Friedman, J. H. Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer, 2003.
-
(2003)
Elements of Statistical Learning: Data Mining, Inference, and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.H.3
-
14
-
-
0006720075
-
-
Technical report TR-99/03, Technical University of Berlin
-
Herbrich, R., Graepel, T., and Obermayer, K. Regression models for ordinal data: A machine learning approach. Technical report TR-99/03, Technical University of Berlin, 1999.
-
(1999)
Regression Models for Ordinal Data: A Machine Learning Approach
-
-
Herbrich, R.1
Graepel, T.2
Obermayer, K.3
-
15
-
-
31844446804
-
A support vector method for multivariate performance measures
-
Joachims, T. A support vector method for multivariate performance measures. In ICML 2005, pp. 377-384, 2005.
-
(2005)
ICML 2005
, pp. 377-384
-
-
Joachims, T.1
-
16
-
-
33749563073
-
Training linear SVMs in linear time
-
Joachims, T. Training linear SVMs in linear time. In ACM SIGKDD, pp. 217-226, 2006.
-
(2006)
ACM SIGKDD
, pp. 217-226
-
-
Joachims, T.1
-
17
-
-
26944478552
-
Margin-based ranking meets boosting in the middle
-
Rudin, C., Cortes, C., Mohri, M., and Schapire, R. E. Margin-based ranking meets boosting in the middle. In COLT, pp. 63-78, 2005.
-
(2005)
COLT
, pp. 63-78
-
-
Rudin, C.1
Cortes, C.2
Mohri, M.3
Schapire, R.E.4
-
18
-
-
38049156384
-
Hinge rank loss and the area under the ROC curve
-
Springer-Verlag
-
Steck, H. Hinge rank loss and the area under the ROC curve. In ECML, Lecture Notes in Computer Science, pp. 347-358. Springer-Verlag, 2007.
-
(2007)
ECML, Lecture Notes in Computer Science
, pp. 347-358
-
-
Steck, H.1
|