-
1
-
-
2342458706
-
Rcv1: A new benchmark collection for text categorization research
-
F. Alizadeh and D. Goldfarb. Rcv1: A new benchmark collection for text categorization research. Mathematical Programming, 95:3-51, 2003.
-
(2003)
Mathematical Programming
, vol.95
, pp. 3-51
-
-
Alizadeh, F.1
Goldfarb, D.2
-
2
-
-
77953189888
-
Efficient multi-label ranking for multi-class learning: Application to object recognition
-
S. Bucak, P. K. Mallapragada, R. Jin, and A. K. Jain. Efficient multi-label ranking for multi-class learning: Application to object recognition. In Proc. of ICCV, 2009.
-
(2009)
Proc. of ICCV
-
-
Bucak, S.1
Mallapragada, P.K.2
Jin, R.3
Jain, A.K.4
-
3
-
-
52649118114
-
Semi-supervised multi-label learning by solving a sylvester equation
-
G. Chen, Y. Song, F. Wang, and C. Zhang. Semi-supervised multi-label learning by solving a sylvester equation. In Proc. SDM, pages 410-419, 2008.
-
(2008)
Proc. SDM
, pp. 410-419
-
-
Chen, G.1
Song, Y.2
Wang, F.3
Zhang, C.4
-
4
-
-
33646371466
-
Online passive-aggressive algorithms
-
K. Crammer, O. Dekel, J. Keshet, S. Shalev-Shwartz, and Y. Singer. Online passive-aggressive algorithms. Journal of Machine Learning Research, 7:551-585, 2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 551-585
-
-
Crammer, K.1
Dekel, O.2
Keshet, J.3
Shalev-Shwartz, S.4
Singer, Y.5
-
5
-
-
0036568032
-
On the learnability and design of output codes for multiclass problems
-
K. Crammer and Y. Singer. On the learnability and design of output codes for multiclass problems. Machine Learning, 47(2):201-233, 2002.
-
(2002)
Machine Learning
, vol.47
, Issue.2
, pp. 201-233
-
-
Crammer, K.1
Singer, Y.2
-
6
-
-
84898970009
-
Log-linear models for label ranking
-
O. Dekel, C. Manning, and Y. Singer. Log-linear models for label ranking. In Proc. of NIPS, pages 497-504, 2004.
-
(2004)
Proc. of NIPS
, pp. 497-504
-
-
Dekel, O.1
Manning, C.2
Singer, Y.3
-
9
-
-
77956002586
-
Harvesting large-scale weakly-tagged image databases from the web
-
J. Fan, Y. Shen, N. Zhou, and Y. Gao. Harvesting large-scale weakly-tagged image databases from the web. In Proc. of CVPR, 2010.
-
(2010)
Proc. of CVPR
-
-
Fan, J.1
Shen, Y.2
Zhou, N.3
Gao, Y.4
-
11
-
-
77953202699
-
Tagprop: Discriminative metric learning in nearest neighbor models for image auto-annotation
-
M. Guillaumin, T. Mensink, J. Verbeek, and C. Schmid. Tagprop: Discriminative metric learning in nearest neighbor models for image auto-annotation. In Proc. of ICCV, 2009.
-
(2009)
Proc. of ICCV
-
-
Guillaumin, M.1
Mensink, T.2
Verbeek, J.3
Schmid, C.4
-
12
-
-
77956006653
-
Multimodal semi-supervised learning for image classification
-
M. Guillaumin, J. Verbeek, and C. Schmid. Multimodal semi-supervised learning for image classification. In Proc. of CVPR, 2010.
-
(2010)
Proc. of CVPR
-
-
Guillaumin, M.1
Verbeek, J.2
Schmid, C.3
-
13
-
-
1942450175
-
Constraint classification for multiclass classification and ranking
-
S. Har-Peled, D. Roth, and D. Zimak. Constraint classification for multiclass classification and ranking. In Proc. of NIPS, pages 809-816, 2002.
-
(2002)
Proc. of NIPS
, pp. 809-816
-
-
Har-Peled, S.1
Roth, D.2
Zimak, D.3
-
14
-
-
85073075960
-
Learning hybrid models for image annotation with partially labeled data
-
X. He and R. S. Zemel. Learning hybrid models for image annotation with partially labeled data. In Proc. of NIPS, 2008.
-
(2008)
Proc. of NIPS
-
-
He, X.1
Zemel, R.S.2
-
15
-
-
0036505670
-
A comparison of methods for multiclass support vector machines
-
C.-W. Hsu and C.-J. Lin. A comparison of methods for multiclass support vector machines. IEEE Transactions on Neural Networks, 13(2):415-425, 2002.
-
(2002)
IEEE Transactions on Neural Networks
, vol.13
, Issue.2
, pp. 415-425
-
-
Hsu, C.-W.1
Lin, C.-J.2
-
17
-
-
65449189832
-
Extracting shared subspace for multi-label classification
-
S. Ji, L. Tang, S. Yu, and J. Ye. Extracting shared subspace for multi-label classification. In Proc. of SIGKDD, 2008.
-
(2008)
Proc. of SIGKDD
-
-
Ji, S.1
Tang, L.2
Yu, S.3
Ye, J.4
-
20
-
-
77955990360
-
Object recognition as ranking holistic figure-ground hypotheses
-
F. Li, J. Carreira, and C. Sminchisescu. Object recognition as ranking holistic figure-ground hypotheses. In Proc. of CVPR, 2010.
-
(2010)
Proc. of CVPR
-
-
Li, F.1
Carreira, J.2
Sminchisescu, C.3
-
21
-
-
70350647018
-
Semi-supervised multi-label learning by constrained non-negative matrix factorization
-
Y. Liu, R. Jin, and L. Yang. Semi-supervised multi-label learning by constrained non-negative matrix factorization. In Proc. of AAAI, 2006.
-
(2006)
Proc. of AAAI
-
-
Liu, Y.1
Jin, R.2
Yang, L.3
-
22
-
-
80052905651
-
Semantic hierarchies for visual object recognition
-
M. Marszalek and C. Schmid. Semantic hierarchies for visual object recognition. In Proc. of CVPR.
-
Proc. of CVPR
-
-
Marszalek, M.1
Schmid, C.2
-
23
-
-
65449122438
-
Classification with partial labels
-
N. Nguyen and R. Caruana. Classification with partial labels. In Proc. of KDD, 2008.
-
(2008)
Proc. of KDD
-
-
Nguyen, N.1
Caruana, R.2
-
24
-
-
80052870985
-
Expectation maximization for weakly labeled data
-
A. Pentland. Expectation maximization for weakly labeled data. In Proc. of ICML, 2001.
-
(2001)
Proc. of ICML
-
-
Pentland, A.1
-
26
-
-
0003243224
-
Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
-
MIT Press
-
J. C. Platt. Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods. In Advances in Large Margin Classifiers, pages 61-74. MIT Press, 1999.
-
(1999)
Advances in Large Margin Classifiers
, pp. 61-74
-
-
Platt, J.C.1
-
27
-
-
33745800276
-
Efficient learning of label ranking by soft projections onto polyhedra
-
S. Shalev-Shwartz and Y. Singer. Efficient learning of label ranking by soft projections onto polyhedra. Journal of Machine Learning Research, 7:1567-1599, 2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 1567-1599
-
-
Shalev-Shwartz, S.1
Singer, Y.2
-
28
-
-
0033296299
-
Using sedumi 1. 02, a matlab toolbox for optimization over symmetric cones
-
J. F. Sturm. Using sedumi 1. 02, a matlab toolbox for optimization over symmetric cones. Optimization Methods and Software, 11-12:625-653, 1999.
-
(1999)
Optimization Methods and Software
, vol.11-12
, pp. 625-653
-
-
Sturm, J.F.1
-
29
-
-
84958141402
-
Parametric mixture models for multilabeled text
-
N. Ueda and K. Saito. Parametric mixture models for multilabeled text. In Proc. of NIPS, 2002.
-
(2002)
Proc. of NIPS
-
-
Ueda, N.1
Saito, K.2
-
30
-
-
50649115912
-
Learning the discriminative powerinvariance trade-off
-
M. Varma and D. Ray. Learning the discriminative powerinvariance trade-off. In Proc. of ICCV, 2007.
-
(2007)
Proc. of ICCV
-
-
Varma, M.1
Ray, D.2
-
32
-
-
80052680363
-
A potential-based framework for online milti-class learning with partial feedback
-
S. Wang, R. Jin, and H. Valizadegan. A potential-based framework for online milti-class learning with partial feedback. In Proc. of AISTATS, 2010.
-
(2010)
Proc. of AISTATS
-
-
Wang, S.1
Jin, R.2
Valizadegan, H.3
-
33
-
-
33645035051
-
Model selection and estimation in regression with grouped variables
-
M. Yuan and Y. Lin. Model selection and estimation in regression with grouped variables. J. Royal. Statist. Soc B., 68:49-67, 2006.
-
(2006)
J. Royal. Statist. Soc B.
, vol.68
, pp. 49-67
-
-
Yuan, M.1
Lin, Y.2
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