PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Patrik Hoyer

Click here to see user's record.

Number of EPrints submitted by this user: 8

Bayesian discovery of linear acyclic causal models
Patrik Hoyer and Antti Hyttinen
In: UAI 2009, 18-21 Jun 2009, Montreal, Canada.

Estimation of linear non-Gaussian acyclic models for latent factors
Shohei Shimizu, Patrik Hoyer and Aapo Hyvärinen
Neurocomputing Volume 72, pp. 2024-2027, 2009. ISSN 0925-2312

Natural Image Statistics: A probabilistic approach to early computational vision
Aapo Hyvärinen, Jarmo Hurri and Patrik Hoyer
(2009) Springer . ISBN 1848824904

Estimation of a Structural Vector Autoregression model using non-Gaussianity
Aapo Hyvärinen, Kun Zhang, Shohei Shimizu and Patrik Hoyer
Journal of Machine Learning Research Volume 11, pp. 1709-1731, 2010.

Combining experiments to discover linear cyclic models with latent variables
Frederick Eberhardt, Patrik Hoyer and Richard Scheines
In: AISTATS 2010(2010).

Telling cause from effect based on high-dimensional observations
Dominik Janzing, Patrik Hoyer and Bernhard Schölkopf
In: ICML 2010(2010).

On causal discovery from time series data using FCI
Doris Entner and Patrik Hoyer
In: PGM 2010(2010).

Causal discovery for linear cyclic models with latent variables
Antti Hyttinen, Frederick Eberhardt and Patrik Hoyer
In: PGM 2010(2010).