ICML-Active Learning of Continuous-time Bayesian Networks through Interventions

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Active Learning of Continuous-time Bayesian Networks through
                   Interventions

                      Dominik Linzner 1 2 Heinz Koeppl 1 3

             Abstract                to learn these dependencies. This is a problem when data
                                is acquired under limited resources, which is the case in
   We consider the problem of learning structures      dedicated experiments, e.g. in molecular biology or psy-
   and parameters of Continuous-time Bayesian Net ...

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关键词：intervention Continuous Learning Bayesian Networks