Exploració per autor "Blondel, Gilles"
Ara es mostren els items 1-3 de 3
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Causal discovery and prediction: methods and algorithms
(Universitat Politècnica de Catalunya, 2023-06-07)
Tesi
Accés obert(English) This thesis focuses on the discovery of causal relations and on the prediction of causal effects. Regarding causal discovery, this thesis introduces a novel and generic method to learn causal graphs by performing ... -
Identifiability and transportability in dynamic causal networks
(Springer, 2017-03)
Article
Accés obertIn this paper, we propose a causal analog to the purely observational dynamic Bayesian networks, which we call dynamic causal networks. We provide a sound and complete algorithm for the identification of causal effects in ... -
Identifiability and transportability in dynamic causal networks
(2016)
Report de recerca
Accés obertIn this paper we propose a causal analog to the purely observational Dynamic Bayesian Networks, which we call Dynamic Causal Networks. We provide a sound and complete algorithm for identification of Dynamic Causal Networks, ...
