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10/04/2021
Causality and Generalizability: Identifiability and Learning Methods
This PhD thesis contains several contributions to the field of statistic...
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08/19/2021
Structure Learning for Directed Trees
Knowing the causal structure of a system is of fundamental interest in m...
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06/12/2020
The Difficult Task of Distribution Generalization in Nonlinear Models
We consider the problem of predicting a response from a set of covariate...
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05/07/2020