Uncertainty in Artificial Intelligence
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Jonas Peters
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Publications in UAI

:: Identifying Finite Mixtures of Nonparametric Product Distributions and Causal Inference of Confounders

:: Kernel-based Conditional Independence Test and Application in Causal Discovery
:: Detecting low-complexity unobserved causes
:: Identifiability of Causal Graphs using Functional Models

:: Identifying confounders using additive noise models

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