Pedro A. d. F. R. Højen-Sørensen

Sequential Monte Carlo Methods for Neural Networks

Nando de Freitas, Christophe Andrieu, Pedro A. d. F. R. Højen-Sørensen, 2001, Sequential Monte Carlo Methods in Practice.

Variational MCMC

Nando de Freitas, Stuart J. Russell, Pedro A. d. F. R. Højen-Sørensen, 2001, UAI.

Mean-Field Approaches to Independent Component Analysis

Ole Winther, Lars Kai Hansen, Pedro A. d. F. R. Højen-Sørensen, 2002, Neural Computation.

Ensemble Learning and Linear Response Theory for ICA

Ole Winther, Lars Kai Hansen, Pedro A. d. F. R. Højen-Sørensen, 2000, NIPS.

Bayesian Modelling of fMRI lime Series

Carl E. Rasmussen, Lars Kai Hansen, Pedro A. d. F. R. Højen-Sørensen, 1999, NIPS.

Approximating methods for intractable probabilistic models: Applications in neuroscience

Lars Kai Hansen, Jan Larsen, Pedro A. d. F. R. Højen-Sørensen, 2002 .

Analysis of functional neuroimages using ICA with adaptive binary sources

Ole Winther, Lars Kai Hansen, Pedro A. d. F. R. Højen-Sørensen, 2002, Neurocomputing.

Signal Processing for Improved Wireless Receiver Performance

Lars P. B. Christensen, Pedro A. d. F. R. Højen-Sørensen, Jan Larsen, 2007 .