| 2013 | AISTATS | Data-driven covariate selection for nonparametric estimation of causal effects. | Doris Entner, Patrik O. Hoyer, Peter Spirtes |
| 2013 | UAI | Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure. | Antti Hyttinen, Patrik O. Hoyer, Frederick Eberhardt, Matti Jrvisalo |
| 2012 | ICANN | Estimating a Causal Order among Groups of Variables in Linear Models. | Doris Entner, Patrik O. Hoyer |
| 2012 | UAI | Causal Discovery of Linear Cyclic Models from Multiple Experimental Data Sets with Overlapping Variables. | Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer |
| 2011 | UAI | Noisy-OR Models with Latent Confounding. | Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer |
| 2010 | ICML | Telling cause from effect based on high-dimensional observations. | Dominik Janzing, Patrik O. Hoyer, Bernhard Schlkopf |
| 2009 | UAI | Bayesian Discovery of Linear Acyclic Causal Models. | Patrik O. Hoyer, Antti Hyttinen |
| 2008 | ICML | Causal modelling combining instantaneous and lagged effects: an identifiable model based on non-Gaussianity. | Aapo Hyvrinen, Shohei Shimizu, Patrik O. Hoyer |
| 2008 | UAI | Causal discovery of linear acyclic models with arbitrary distributions. | Patrik O. Hoyer, Aapo Hyvrinen, Richard Scheines, Peter Spirtes, Joseph D. Ramsey, Gustavo Lacerda, Shohei Shimizu |
| 2008 | UAI | Discovering Cyclic Causal Models by Independent Components Analysis. | Gustavo Lacerda, Peter Spirtes, Joseph D. Ramsey, Patrik O. Hoyer |
| 2005 | UAI | Discovery of Non-gaussian Linear Causal Models using ICA. | Shohei Shimizu, Aapo Hyvrinen, Yutaka Kano, Patrik O. Hoyer |
| 2000 | IJCNN | Feature Extraction from Color and Stereo Images Using ICA. | Patrik O. Hoyer, Aapo Hyvrinen |
| 2000 | IJCNN | Topographic ICA as a Model of V1 Receptive Fields. | Aapo Hyvrinen, Patrik O. Hoyer, Mika Inki |
| 1999 | IJCNN | Estimating signal-adapted wavelets using sparseness criteria. | Patrik O. Hoyer, Aapo Hyvrinen |
| 1999 | IJCNN | Independent subspace analysis shows emergence of phase and shift invariant features from natural images. | Aapo Hyvrinen, Patrik O. Hoyer |
| 1998 | ICPR | Image feature extraction by sparse coding and independent component analysis. | Aapo Hyvrinen, Erkki Oja, Patrik O. Hoyer, Jarmo Hurri |