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Pedro A. d. F. R. Højen-Sørensen

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affiliation: Technical University of Denmark, Lyngby, Denmark

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2010 – 2019

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2013
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Nando de Freitas, Pedro A. d. F. R. Højen-Sørensen, Michael I. Jordan, Stuart Russell:
Variational MCMC. CoRR abs/1301.2266 (2013)

2000 – 2009

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2002
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Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen:
Analysis of functional neuroimages using ICA with adaptive binary sources. Neurocomputing 49(1-4): 213-225 (2002)
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Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen:
Mean-Field Approaches to Independent Component Analysis. Neural Comput. 14(4): 889-918 (2002)
2001
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Nando de Freitas, Pedro A. d. F. R. Højen-Sørensen, Stuart Russell:
Variational MCMC. UAI 2001: 120-127
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Nando de Freitas, Christophe Andrieu, Pedro A. d. F. R. Højen-Sørensen, M. Niranjan, A. Gee:
Sequential Monte Carlo Methods for Neural Networks. Sequential Monte Carlo Methods in Practice 2001: 359-379
2000
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Pedro A. d. F. R. Højen-Sørensen, Ole Winther, Lars Kai Hansen:
Ensemble Learning and Linear Response Theory for ICA. NIPS 2000: 542-548

1990 – 1999

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1999
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Pedro A. d. F. R. Højen-Sørensen, Lars Kai Hansen, Carl Edward Rasmussen:
Bayesian Modelling of fMRI lime Series. NIPS 1999: 754-760

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