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Results: 1 to 20 of 122

Similar articles for PubMed (Select 23272920)

1.

Sufficient dimension reduction via squared-loss mutual information estimation.

Suzuki T, Sugiyama M.

Neural Comput. 2013 Mar;25(3):725-58. doi: 10.1162/NECO_a_00407. Epub 2012 Dec 28.

PMID:
23272920
2.

EFFICIENT ESTIMATION IN SUFFICIENT DIMENSION REDUCTION.

Ma Y, Zhu L.

Ann Stat. 2013 Feb;41(1):250-268.

3.

Entropy estimation in Turing's perspective.

Zhang Z.

Neural Comput. 2012 May;24(5):1368-89. doi: 10.1162/NECO_a_00266. Epub 2012 Feb 1.

PMID:
22295985
4.

Distance approximating dimension reduction of Riemannian manifolds.

Chen C, Zhang J, Fleischer R.

IEEE Trans Syst Man Cybern B Cybern. 2010 Feb;40(1):208-17. doi: 10.1109/TSMCB.2009.2025028. Epub 2009 Jul 17.

PMID:
19622439
5.

Structural information in two-dimensional patterns: entropy convergence and excess entropy.

Feldman DP, Crutchfield JP.

Phys Rev E Stat Nonlin Soft Matter Phys. 2003 May;67(5 Pt 1):051104. Epub 2003 May 19.

PMID:
12786131
6.

Canonical dependency analysis based on squared-loss mutual information.

Karasuyama M, Sugiyama M.

Neural Netw. 2012 Oct;34:46-55. doi: 10.1016/j.neunet.2012.06.009. Epub 2012 Jul 11.

PMID:
22831849
7.

Minimax mutual information approach for independent component analysis.

Erdogmus D, Hild KE 2nd, Rao YN, Príncipe JC.

Neural Comput. 2004 Jun;16(6):1235-52.

PMID:
15130248
8.

Flexible manifold embedding: a framework for semi-supervised and unsupervised dimension reduction.

Nie F, Xu D, Tsang IW, Zhang C.

IEEE Trans Image Process. 2010 Jul;19(7):1921-32. doi: 10.1109/TIP.2010.2044958. Epub 2010 Mar 8.

PMID:
20215078
9.

Variational Bayesian mixture model on a subspace of exponential family distributions.

Watanabe K, Akaho S, Omachi S, Okada M.

IEEE Trans Neural Netw. 2009 Nov;20(11):1783-96. doi: 10.1109/TNN.2009.2029694. Epub 2009 Sep 18.

PMID:
19770092
11.

Dimension reduced kernel estimation for distribution function with incomplete data.

Hu Z, Follmann DA, Qin J.

J Stat Plan Inference. 2011 Sep;141(9):3084-3093.

12.

Least-squares independent component analysis.

Suzuki T, Sugiyama M.

Neural Comput. 2011 Jan;23(1):284-301. doi: 10.1162/NECO_a_00062. Epub 2010 Oct 21.

PMID:
20964543
13.

Rival-model penalized self-organizing map.

Cheung YM, Law LT.

IEEE Trans Neural Netw. 2007 Jan;18(1):289-95.

PMID:
17278479
14.
15.

Relative density-ratio estimation for robust distribution comparison.

Yamada M, Suzuki T, Kanamori T, Hachiya H, Sugiyama M.

Neural Comput. 2013 May;25(5):1324-70. doi: 10.1162/NECO_a_00442.

PMID:
23547952
17.

Efficient Regressions via Optimally Combining Quantile Information.

Zhao Z, Xiao Z.

Econ Theory. 2014 Dec;30(6):1272-1314.

PMID:
25484481
18.

Conditional density estimation with dimensionality reduction via squared-loss conditional entropy minimization.

Tangkaratt V, Xie N, Sugiyama M.

Neural Comput. 2015 Jan;27(1):228-54. doi: 10.1162/NECO_a_00683.

PMID:
25380340
19.

An effective feature selection method via mutual information estimation.

Yang JB, Ong CJ.

IEEE Trans Syst Man Cybern B Cybern. 2012 Dec;42(6):1550-9. doi: 10.1109/TSMCB.2012.2195000. Epub 2012 May 7.

PMID:
22581140
20.

Minimizing nearest neighbor classification error for nonparametric dimension reduction.

Bian W, Zhou T, Martinez AM, Baciu G, Tao D.

IEEE Trans Neural Netw Learn Syst. 2014 Aug;25(8):1588-94. doi: 10.1109/TNNLS.2013.2294547.

PMID:
25050954
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