2009 |
13 | EE | Shohei Shimizu,
Patrik O. Hoyer,
Aapo Hyvärinen:
Estimation of linear non-Gaussian acyclic models for latent factors.
Neurocomputing 72(7-9): 2024-2027 (2009) |
2008 |
12 | EE | Aapo Hyvärinen,
Shohei Shimizu,
Patrik O. Hoyer:
Causal modelling combining instantaneous and lagged effects: an identifiable model based on non-Gaussianity.
ICML 2008: 424-431 |
11 | EE | Patrik O. Hoyer,
Aapo Hyvärinen,
Richard Scheines,
Peter Spirtes,
Joseph Ramsey,
Gustavo Lacerda,
Shohei Shimizu:
Causal discovery of linear acyclic models with arbitrary distributions.
UAI 2008: 282-289 |
10 | EE | Patrik O. Hoyer,
Shohei Shimizu,
Antti J. Kerminen,
Markus Palviainen:
Estimation of causal effects using linear non-Gaussian causal models with hidden variables.
Int. J. Approx. Reasoning 49(2): 362-378 (2008) |
2007 |
9 | EE | Shohei Shimizu,
Aapo Hyvärinen:
Discovery of Linear Non-Gaussian Acyclic Models in the Presence of Latent Classes.
ICONIP (1) 2007: 752-761 |
2006 |
8 | EE | Patrik O. Hoyer,
Shohei Shimizu,
Aapo Hyvärinen,
Yutaka Kano,
Antti J. Kerminen:
New Permutation Algorithms for Causal Discovery Using ICA.
ICA 2006: 115-122 |
7 | EE | Shohei Shimizu,
Aapo Hyvärinen,
Yutaka Kano,
Patrik O. Hoyer,
Antti J. Kerminen:
Testing Significance of Mixing and Demixing Coefficients in ICA.
ICA 2006: 901-908 |
6 | EE | Aapo Hyvärinen,
Shohei Shimizu:
A Quasi-stochastic Gradient Algorithm for Variance-Dependent Component Analysis.
ICANN (2) 2006: 211-220 |
5 | EE | Patrik O. Hoyer,
Shohei Shimizu,
Antti J. Kerminen:
Estimation of linear, non-gaussian causal models in the presence of confounding latent variables.
Probabilistic Graphical Models 2006: 155-162 |
4 | EE | Patrik O. Hoyer,
Shohei Shimizu,
Antti J. Kerminen:
Estimation of linear, non-gaussian causal models in the presence of confounding latent variables
CoRR abs/cs/0603038: (2006) |
3 | EE | Shohei Shimizu,
Aapo Hyvärinen,
Patrik O. Hoyer,
Yutaka Kano:
Finding a causal ordering via independent component analysis.
Computational Statistics & Data Analysis 50(11): 3278-3293 (2006) |
2 | EE | Shohei Shimizu,
Patrik O. Hoyer,
Aapo Hyvärinen,
Antti J. Kerminen:
A Linear Non-Gaussian Acyclic Model for Causal Discovery.
Journal of Machine Learning Research 7: 2003-2030 (2006) |
2005 |
1 | EE | Shohei Shimizu,
Aapo Hyvärinen,
Yutaka Kano,
Patrik O. Hoyer:
Discovery of Non-gaussian Linear Causal Models using ICA.
UAI 2005: 525-533 |