Causal and interventional Markov boundaries

Sofia Triantafillou, Fattaneh Jabbari, Gregory F. Cooper

Abstract: Feature selection is an important problem in machine learning, which aims to select variables that lead to an optimal predictive model. In this paper, we focus on feature selection for post-interve...