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Aapo Hyvarinen

Computer Science – Learning

Scientist

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A Family of Computationally Efficient and Simple Estimators for Unnormalized Statistical Models

Computer Science – Learning
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DirectLiNGAM: A direct method for learning a linear non-Gaussian structural equation model

Statistics – Machine Learning
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Estimation of causal orders in a linear non-Gaussian acyclic model: a method robust against latent confounders

Statistics – Machine Learning
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Finding Exogenous Variables in Data with Many More Variables than Observations

Statistics – Machine Learning
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Source Separation and Higher-Order Causal Analysis of MEG and EEG

Computer Science – Learning
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