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Journal of Machine Learning Research : JMLR|November 8, 2019
Pairwise Likelihood Ratios for Estimation of Non-Gaussian Structural Equation ModelsAapo Hyvärinen, Stephen M SmithPhilosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences|January 2, 2013
Independent component analysis: recent advancesAapo HyvärinenIEEE Transactions on Neural Networks|January 29, 2008
Connections between score matching, contrastive divergence, and pseudolikelihood for continuous-valued variablesAapo HyvärinenNeural Computation|August 16, 2006
Consistency of pseudolikelihood estimation of fully visible Boltzmann machinesAapo HyvärinenTopics in Cognitive Science|August 29, 2014
Statistical models of natural images and cortical visual representationAapo HyvärinenNeuroimage|June 28, 2011
Testing the ICA mixing matrix based on inter-subject or inter-session consistencyAapo HyvärinenNeuroimage|August 6, 2014
Group-PCA for very large fMRI datasetsStephen M Smith, Aapo Hyvärinen, Gaël Varoquaux, et al.Neural Computation|March 7, 2003
Simple-cell-like receptive fields maximize temporal coherence in natural videoJarmo Hurri, Aapo HyvärinenNetwork (Bristol, England)|September 14, 2007
Complex cell pooling and the statistics of natural imagesAapo Hyvärinen, Urs KösterPageof 39