12.4.1 paper
毎回 参考文献めくってググるの面倒なので一覧にしてみた。
リンク貼るのは疲れたので途中でやめました（苦笑）
以下の一覧は論文のpdfを直接リンクしています。
一部、pdf以外のリンクもあります。
- Cardoso,1998
- Bell and Sejnowski,1995
- Attias,1999a
- Jutten and Herault,1991
- Blind separation of sources, Part 1: an adaptive algorithm based on neuromimetic architecture
- Comon et al., 1991
- Amari et al., 1996
- Pearlmutter and Parra, 1997
- Hyvarinen and Oja,1997
- Hinton et al., 2001
- A new view of ICA. In Proceedings of the International Conference on Independent Component Analysis and Blind Signal Separation, Volume 3.
- Miskin and MacKay., 2001
- Hojen-Sorensen et al., 2002
- Mean field approaches to independent component analysis.
- Choudrey and Roberts,2003
- Variational mixture of Bayesian independent component analyzers.
- Chan et al.,2003
- Variational Bayesian learning of ICA with missing data.
- Stone,2004
- Independent Component Analysis
12.4.2
- Bourlard and Kamp,1988
- Auto-association by multilayer perceptrons and singular value decomposition.
- Baldi and Hornik,1989
- Neural networks and principal component analysis: learning from examples witout local minima.
12.4.3
- Kambhatla and Leen,1997
- Dimension reduction by local principal component analysis.
- Hinton et al.,1997
- Tipping and Bishop,1999a
- Bishop and Winn,2000
- Ghahramani and Hinton,1996a
- Ghahramani and Beal,2000
- Bishop and Tipping,1998
- Hastie and Stuetzle,1989
- Cox and Cox,2000
- Multidimensional Scaling (Second ed.).
- Roweis and Saul,2000
- Nonlinear dimensionality reduction by locally linear embedding.
- Tenenbaum et al.,2000
- A global framework for nonlinear dimensionality resuction.
- Bartholomew,1987
- Latent Variable Models and Factor Analysis.
- Collins et.al.(2002)
- A generalization of principal component analysis to the exponential family.
- MacKay,1995
- MacKay and Gibbs,1999
- Bishop et al.,1996
- Bishop et al.,1997a
- Bishop et al.,1998b
- Kohonen,1995
- Tino and Nabney,2002
- Bishop et al.,1998a
- Bishop et al.,1997b
- Tino et al.,2001
こうしてみると、参考文献多いなー。
