-
1
-
-
84889592275
-
Variational inference for the Indian buffet process
-
Doshi-Velez, F., Miller, K. T., van Gael, J., and Teh, Y. W. Variational inference for the Indian buffet process. In Proceedings of the International Conference on Artificial Intelligence and Statistics, volume 12, 2009.
-
(2009)
Proceedings of the International Conference on Artificial Intelligence and Statistics
, vol.12
-
-
Doshi-Velez, F.1
Miller, K.T.2
Van Gael, J.3
Teh, Y.W.4
-
2
-
-
71149105482
-
PAC-Bayesian learning of linear classifiers
-
Germain, P., Lacasse, A., Laviolette, F., and Marchand, M. PAC-Bayesian learning of linear classifiers. In International Conference on Machine Learning (ICML), pp. 353-360, 2009.
-
(2009)
International Conference on Machine Learning (ICML)
, pp. 353-360
-
-
Germain, P.1
Lacasse, A.2
Laviolette, F.3
Marchand, M.4
-
6
-
-
0037399538
-
PAC-Bayesian stochastic model selection
-
McAllester, D. PAC-Bayesian stochastic model selection. Machine Learning, 51:5-21, 2003.
-
(2003)
Machine Learning
, vol.51
, pp. 5-21
-
-
McAllester, D.1
-
7
-
-
79957844365
-
Data augmentation for support vector machines
-
Polson, N. G. and Scott, S. L. Data augmentation for support vector machines. Bayesian Analysis, 6(1): 1-24, 2011.
-
(2011)
Bayesian Analysis
, vol.6
, Issue.1
, pp. 1-24
-
-
Polson, N.G.1
Scott, S.L.2
-
14
-
-
78650133649
-
Nonparametric Bayesian matrix completion
-
Zhou, M., Wang, C., Chen, M., Paisley, J., Dunson, D., and Carin, L. Nonparametric Bayesian matrix completion. In Sensor Array and Multichannel Signal Processing Workshop (SAM), pp. 213-216, 2010.
-
(2010)
Sensor Array and Multichannel Signal Processing Workshop (SAM)
, pp. 213-216
-
-
Zhou, M.1
Wang, C.2
Chen, M.3
Paisley, J.4
Dunson, D.5
Carin, L.6
-
15
-
-
71149117321
-
MedLDA: Maximum margin supervised topic models for regression and classification
-
Zhu, J., Ahmed, A., and Xing, E. P. MedLDA: Maximum margin supervised topic models for regression and classification. In International Conference on Machine Learning (ICML), 2009.
-
International Conference on Machine Learning (ICML), 2009
-
-
Zhu, J.1
Ahmed, A.2
Xing, E.P.3
-
16
-
-
84897459309
-
Gibbs s topic models with fast sampling algorithms
-
Zhu, J., Chen, N., Perkins, H., and Zhang, B. Gibbs s topic models with fast sampling algorithms. In International Conference on Machine Learning (ICML), 2013a.
-
International Conference on Machine Learning (ICML), 2013a
-
-
Zhu, J.1
Chen, N.2
Perkins, H.3
Zhang, B.4
-
17
-
-
84889588800
-
-
arXiv Report, arXiv:1210.1766v2
-
Zhu, J., Chen, N., and Xing, E. P. Bayesian inference with posterior regularization and applications to infinite latent svms. arXiv Report, arXiv:1210.1766v2, 2013b.
-
(2013)
Bayesian Inference with Posterior Regularization and Applications to Infinite Latent Svms
-
-
Zhu, J.1
Chen, N.2
Xing, E.P.3
|