-
1
-
-
50949100181
-
Classification with a reject option using a hinge loss
-
P. L. Bartlett andM. H.Wegkamp, "Classification with a reject option using a hinge loss," J. Mach. Learn. Res., vol. 9, pp. 1823-1840, 2008.
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 1823-1840
-
-
Bartlett, P.L.1
Wegkamp, M.H.2
-
3
-
-
55449114199
-
A hybrid system for probability estimation in multiclass problems combining SVMs and neural networks
-
C. Bravo, J. L. Lobato, R. Weber, and G. L'Huillier, "A hybrid system for probability estimation in multiclass problems combining SVMs and neural networks," in Proc. 8th Int. Conf. Hybrid Intell. Sys., 2008, pp. 649-654.
-
(2008)
Proc. 8th Int. Conf. Hybrid Intell. Sys.
, pp. 649-654
-
-
Bravo, C.1
Lobato, J.L.2
Weber, R.3
L'Huillier, G.4
-
4
-
-
79955702502
-
LIBSVM: A library for support vector machines
-
C.-C. Chang and C.-J. Lin, "LIBSVM: A library for support vector machines," ACM Tran. Int. Syst. Technol., vol. 2, pp. 27:1-27:27, 2011.
-
(2011)
ACM Tran. Int. Syst. Technol.
, vol.2
, pp. 271-2727
-
-
Chang, C.-C.1
Lin, C.-J.2
-
5
-
-
0014710323
-
On optimum recognition error and reject tradeoff
-
Jan.
-
C. Chow, "On optimum recognition error and reject tradeoff," IEEE Trans. Inform. Theory, vol. 16, no. 1, pp. 41-46, Jan. 1970.
-
(1970)
IEEE Trans. Inform. Theory
, vol.16
, Issue.1
, pp. 41-46
-
-
Chow, C.1
-
7
-
-
85198028989
-
Imagenet: A large-scale hierarchical image database
-
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei, "Imagenet: A large-scale hierarchical image database," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2009, pp. 248-255.
-
(2009)
Proc IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 248-255
-
-
Deng, J.1
Dong, W.2
Socher, R.3
Li, L.-J.4
Li, K.5
Fei-Fei, L.6
-
9
-
-
50949133669
-
LIBLINEAR: A library for large linear classification
-
R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, and C.-J. Lin, "LIBLINEAR: A library for large linear classification," J. Mach. Learn. Res., vol. 9, pp. 1871-1874, 2008.
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 1871-1874
-
-
Fan, R.-E.1
Chang, K.-W.2
Hsieh, C.-J.3
Wang, X.-R.4
Lin, C.-J.5
-
10
-
-
77955422240
-
Object detection with discriminatively trained part based models
-
Sep.
-
P. F. Felzenszwalb, R. B. Girshick, D. McAllester, and D. Ramanan, "Object detection with discriminatively trained part based models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 9, pp. 1627-1645, Sep. 2010.
-
(2010)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.32
, Issue.9
, pp. 1627-1645
-
-
Felzenszwalb, P.F.1
Girshick, R.B.2
McAllester, D.3
Ramanan, D.4
-
12
-
-
0026120634
-
Letter recognition using Holland-style adaptive classifiers
-
P. W. Frey and D. J. Slate, "Letter recognition using Holland-style adaptive classifiers," Mach. Learn., vol. 6, pp. 161-182, 1991.
-
(1991)
Mach. Learn.
, vol.6
, pp. 161-182
-
-
Frey, P.W.1
Slate, D.J.2
-
13
-
-
34948904828
-
Caltech-256 object category dataset
-
Pasadena, CA, USA, Tech. Rep.
-
G. Griffin, A. Holub, and P. Perona, "Caltech-256 object category dataset," California Inst. Technol., Pasadena, CA, USA, Tech. Rep. 7694, 2007.
-
(2007)
California Inst. Technol.
, vol.7694
-
-
Griffin, G.1
Holub, A.2
Perona, P.3
-
14
-
-
84898831806
-
Beyond hard negative mining: Efficient detector learning via block-circulant decomposition
-
Dec.
-
J. F. Henriques, J. Carreira, R. Caseiro, and J. Batista, "Beyond hard negative mining: Efficient detector learning via block-circulant decomposition," in Proc. IEEE Int. Conf. Comput. Vis., Dec. 2013, pp. 2760-2767.
-
(2013)
Proc IEEE Int. Conf. Comput. Vis.
, pp. 2760-2767
-
-
Henriques, J.F.1
Carreira, J.2
Caseiro, R.3
Batista, J.4
-
15
-
-
51049096780
-
Kernel methods in machine learning
-
T. Hofmann, B. Scholkopf, and A. J. Smola, "Kernel methods in machine learning," Ann. Statist., vol. 36, pp. 1171-1220, 2008.
-
(2008)
Ann. Statist.
, vol.36
, pp. 1171-1220
-
-
Hofmann, B.1
Scholkopf, T.2
Smola, A.J.3
-
16
-
-
0036505670
-
A comparison of methods for multiclass support vector machines
-
Mar.
-
C.-W. Hsu and C.-J. Lin, "A comparison of methods for multiclass support vector machines," IEEE Trans. Neural Netw., vol. 13, no. 2, pp. 415-425, Mar. 2002.
-
(2002)
IEEE Trans. Neural Netw.
, vol.13
, Issue.2
, pp. 415-425
-
-
Hsu, C.-W.1
Lin, C.-J.2
-
18
-
-
30744476239
-
Generalized Bradley-Terry models and multi-class probability estimates
-
Dec.
-
T.-K. Huang, R. C. Weng, and C.-J. Lin, "Generalized Bradley-Terry models and multi-class probability estimates," J. Mach. Learn. Res., vol. 7, pp. 85-115, Dec. 2006.
-
(2006)
J. Mach. Learn. Res.
, vol.7
, pp. 85-115
-
-
Huang, T.-K.1
Weng, R.C.2
Lin, C.-J.3
-
20
-
-
33845597672
-
Principled hybrids of generative and discriminative models
-
J. A. Lasserre, C. M. Bishop, and T. P. Minka, "Principled hybrids of generative and discriminative models," in Proc. IEEE CS Conf. Comput. Vis. Pattern Recog., 2006, pp. 87-94.
-
(2006)
Proc IEEE CS Conf. Comput. Vis. Pattern Recog.
, pp. 87-94
-
-
Lasserre, J.A.1
Bishop, C.M.2
Minka, T.P.3
-
21
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, "Gradient-based learning applied to document recognition," in Proc. IEEE, vol. 86, no. 11, pp. 2278-2324, 1998.
-
(1998)
Proc IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
Lecun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
22
-
-
0003243224
-
Probabilistic outputs for support vector machines and comparison to regularize likelihood methods
-
Cambridge, MA, USA: MIT Press
-
J. Platt, "Probabilistic outputs for support vector machines and comparison to regularize likelihood methods," in Advances in Large Margin Classifiers, Cambridge, MA, USA: MIT Press, 2000, pp. 61-74.
-
(2000)
Advances in Large Margin Classifiers
, pp. 61-74
-
-
Platt, J.1
-
24
-
-
84866720092
-
Multi-attribute spaces: Calibration for attribute fusion and similarity search
-
Jun.
-
W. Scheirer, N. Kumar, P. N. Belhumeur, and T. E. Boult, "Multi-attribute spaces: Calibration for attribute fusion and similarity search," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., Jun. 2012, pp. 2933-2940.
-
(2012)
Proc IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 2933-2940
-
-
Scheirer, W.1
Kumar, N.2
Belhumeur, P.N.3
Boult, T.E.4
-
25
-
-
79959493881
-
Meta-recognition: The theory and practice of recognition score analysis
-
Aug.
-
W. Scheirer, A. Rocha, R. Michaels, and T. E. Boult, "Meta-recognition: The theory and practice of recognition score analysis," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 8, pp. 1689-1695, Aug. 2011.
-
(2011)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.33
, Issue.8
, pp. 1689-1695
-
-
Scheirer, W.1
Rocha, A.2
Michaels, R.3
Boult, T.E.4
-
26
-
-
78149315356
-
Robust fusion: Extreme value theory for recognition score normalization
-
W. Scheirer, A. Rocha, R. Micheals, and T. Boult, "Robust fusion: Extreme value theory for recognition score normalization," in Proc. 11th Eur. Conf. Comput. Vis., 2010, pp. 481-495.
-
(2010)
Proc. 11th Eur. Conf. Comput. Vis.
, pp. 481-495
-
-
Scheirer, W.1
Rocha, A.2
Micheals, R.3
Boult, T.4
-
27
-
-
84878136486
-
Towards open set recognition
-
Jul.
-
W. Scheirer, A. Rocha, A. Sapkota, and T. E. Boult, "Towards open set recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 36, no. 7, pp. 1757-1772, Jul. 2013.
-
(2013)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.36
, Issue.7
, pp. 1757-1772
-
-
Scheirer, W.1
Rocha, A.2
Sapkota, A.3
Boult, T.E.4
-
28
-
-
0000487102
-
Estimating the support of a high-dimensional distribution
-
Jul.
-
B. Scholkopf, J. C. Platt, J. C. Shawe-Taylor, A. J. Smola, and R. C. Williamson, "Estimating the support of a high-dimensional distribution," Neural Comput., vol. 13, no. 7, pp. 1443-1471, Jul. 2001.
-
(2001)
Neural Comput
, vol.13
, Issue.7
, pp. 1443-1471
-
-
Scholkopf, B.1
Platt, J.C.2
Shawe-Taylor, J.C.3
Smola, A.J.4
Williamson, R.C.5
-
30
-
-
84867875948
-
Multidimensional spectral hashing
-
Y. Weiss, R. Fergus, and A. Torralba, "Multidimensional spectral hashing," in Proc. 12th Eur. Conf. Comput. Vis., 2012, pp. 340-355.
-
(2012)
Proc. 12th Eur. Conf. Comput. Vis.
, pp. 340-355
-
-
Weiss, Y.1
Fergus, R.2
Torralba, A.3
-
31
-
-
84884577853
-
RO-SVM: Support vector machine with reject option for image categorization
-
R. Zhang and D. Metaxas, "RO-SVM: Support vector machine with reject option for image categorization," in Proc. Brit. Mach. Vis. Conf., 2006, pp. 1209-1218.
-
(2006)
Proc. Brit. Mach. Vis. Conf.
, pp. 1209-1218
-
-
Zhang, R.1
Metaxas, D.2
|