Bayesian Modelling of fMRI lime Series. - Pedro A. d. F. R. Højen-Sørensen; Lars Kai Hansen; Carl Edward Rasmussen (NIPS, 1999)

Ensemble Learning and Linear Response Theory for ICA. - Pedro A. d. F. R. Højen-Sørensen; Ole Winther; Lars Kai Hansen (NIPS, 2000)

Sequential Monte Carlo Methods for Neural Networks. - Nando de Freitas; Christophe Andrieu; Pedro A. d. F. R. Højen-Sørensen; M. Niranjan; A. Gee (Sequential Monte Carlo Methods in Practice, 2001)

Variational MCMC. - Nando de Freitas; Pedro A. d. F. R. Højen-Sørensen; Stuart Russell 001 (UAI, 2001)

Analysis of functional neuroimages using ICA with adaptive binary sources. - Pedro A. d. F. R. Højen-Sørensen; Ole Winther; Lars Kai Hansen (Neurocomputing, 2002)

Mean-Field Approaches to Independent Component Analysis. - Pedro A. d. F. R. Højen-Sørensen; Ole Winther; Lars Kai Hansen (Neural Comput., 2002)

Variational MCMC - Nando de Freitas; Pedro A. d. F. R. Højen-Sørensen; Michael I. Jordan; Stuart Russell 001 (CoRR, 2013)