-
1
-
-
84916537550
-
Bayesian analysis of binary and polychotomous response data
-
Albert, J. H. and Chib, S. Bayesian analysis of binary and polychotomous response data. Journal of the American Statistical Association, 88(422):pp. 669-679, 1993.
-
(1993)
Journal of the American Statistical Association
, vol.88
, Issue.422
, pp. 669-679
-
-
Albert, J.H.1
Chib, S.2
-
2
-
-
84864063089
-
Multi-task feature learning
-
Schölkopf, B., Platt, J., and Hoffman, T. (eds.), MIT Press, Cambridge, MA
-
Argyriou, Andreas, Evgeniou, Theodoros, and Pontil, Massimiliano. Multi-task feature learning. In Schölkopf, B., Platt, J., and Hoffman, T. (eds.), Advances in Neural Information Processing Systems 19, pp. 41-48. MIT Press, Cambridge, MA, 2007.
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 41-48
-
-
Argyriou, A.1
Evgeniou, T.2
Pontil, M.3
-
3
-
-
0346238931
-
Task clustering and gating for Bayesian multitask learning
-
Bakker, B. and Heskes, T. Task clustering and gating for Bayesian multitask learning. Journal of Machine Learning Research, 4:83-99, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.4
, pp. 83-99
-
-
Bakker, B.1
Heskes, T.2
-
4
-
-
14344277592
-
A model of inductive bias learning
-
Baxter, J. A model of inductive bias learning. J. Artif. Intell. Res. (JAIR), pp. 149-198, 2000.
-
(2000)
J. Artif. Intell. Res. (JAIR)
, pp. 149-198
-
-
Baxter, J.1
-
5
-
-
55149085224
-
A notion of task relatedness yielding provable multiple-task learning guarantees
-
Ben-David, S. and Borbely, R. S. A notion of task relatedness yielding provable multiple-task learning guarantees. Machine Learning, (3):273-287, 2008.
-
(2008)
Machine Learning
, Issue.3
, pp. 273-287
-
-
Ben-David, S.1
Borbely, R.S.2
-
6
-
-
68649086910
-
Simultaneous analysis of lasso and dantzig selector
-
Bickel, P.J., Ritov, Y., and Tsybakov, B. T. Simultaneous analysis of lasso and dantzig selector. The Annals of Statistics, 37:1705-1732, 2009.
-
(2009)
The Annals of Statistics
, vol.37
, pp. 1705-1732
-
-
Bickel, P.J.1
Ritov, Y.2
Tsybakov, B.T.3
-
7
-
-
84867130633
-
Bounds on the largest singular value of a matrix and the convergence of simultaneous and blockiterative algorithms for sparse linear systems
-
ISSN 1475-3995
-
Byrne, C. Bounds on the largest singular value of a matrix and the convergence of simultaneous and blockiterative algorithms for sparse linear systems. International Transactions in Operational Research, 16(4), 2009. ISSN 1475-3995.
-
(2009)
International Transactions in Operational Research
, vol.16
, Issue.4
-
-
Byrne, C.1
-
10
-
-
80052895155
-
What you saw is not what you get: Domain adaptation using asymmetric kernel transforms
-
june doi: 10.1109/CVPR.2011.5995702
-
Kulis, B., Saenko, K., and Darrell, T. What you saw is not what you get: Domain adaptation using asymmetric kernel transforms. In Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on, pp. 1785-1792, june 2011. doi: 10.1109/CVPR.2011.5995702.
-
(2011)
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on
, pp. 1785-1792
-
-
Kulis, B.1
Saenko, K.2
Darrell, T.3
-
11
-
-
65549146496
-
Semisupervised multitask learning
-
june ISSN 0162-8828. doi: 10.1109/TPAMI.2008.296
-
Liu, Q., Liao, X., Li, H., Stack, J.R., and Carin, L. Semisupervised multitask learning. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 31(6):1074-1086, june 2009. ISSN 0162-8828. doi: 10.1109/TPAMI.2008.296.
-
(2009)
Pattern Analysis and Machine Intelligence, IEEE Transactions on
, vol.31
, Issue.6
, pp. 1074-1086
-
-
Liu, Q.1
Liao, X.2
Li, H.3
Stack, J.R.4
Carin, L.5
-
12
-
-
84898059927
-
Taking advantage of sparsity in multi-task learning
-
June
-
Lounici, K., Pontil, M., Tsybakov, A. B., and van de Geer, S. Taking advantage of sparsity in multi-task learning. In Proceedings of the 22nd Conference on Information Theory, pp. 73-82, June 2009.
-
(2009)
Proceedings of the 22nd Conference on Information Theory
, pp. 73-82
-
-
Lounici, K.1
Pontil, M.2
Tsybakov, A.B.3
Van De Geer, S.4
-
13
-
-
80053439042
-
Learning from multiple outlooks
-
Maayan, H. and Mannor, S. Learning from multiple outlooks. In ICML, pp. 401-408, 2011.
-
(2011)
ICML
, pp. 401-408
-
-
Maayan, H.1
Mannor, S.2
-
14
-
-
84863261451
-
Heterogeneous domain adaptation using manifold alignment
-
Walsh, Toby (ed.), IJCAI/AAAI
-
Wang, C. and Mahadevan, S. Heterogeneous domain adaptation using manifold alignment. In Walsh, Toby (ed.), IJCAI, pp. 1541-1546. IJCAI/AAAI, 2011.
-
(2011)
IJCAI
, pp. 1541-1546
-
-
Wang, C.1
Mahadevan, S.2
-
15
-
-
33846487387
-
Multitask learning for classification with dirichlet process priors
-
May ISSN 1532-4435
-
Xue, Y., Liao, X., Carin, L., and Krishnapuram, B. Multitask learning for classification with dirichlet process priors. J. Mach. Learn. Res., 8:35-63, May 2007. ISSN 1532-4435.
-
(2007)
J. Mach. Learn. Res.
, vol.8
, pp. 35-63
-
-
Xue, Y.1
Liao, X.2
Carin, L.3
Krishnapuram, B.4
|