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12/19/2013
Consistency of Causal Inference under the Additive Noise Model
We analyze a family of methods for statistical causal inference from sam...
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09/26/2013
Identifying Finite Mixtures of Nonparametric Product Distributions and Causal Inference of Confounders
We propose a kernel method to identify finite mixtures of nonparametric ...
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06/27/2012
On Causal and Anticausal Learning
We consider the problem of function estimation in the case where an unde...
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02/14/2012