3 citations · 3 across the 1 of their papers we have counts for
2 papers
stat.ML2020★ 3 cited
Causal Inference with Deep Causal Graphs
Álvaro Parafita, Jordi Vitrià
Parametric causal modelling techniques rarely provide functionality for counterfactual estimation, often at the expense of modelling complexity. Since causal estimations depend on…
stat.ML2019
Explaining Visual Models by Causal Attribution
Álvaro Parafita, Jordi Vitrià
Model explanations based on pure observational data cannot compute the effects of features reliably, due to their inability to estimate how each factor alteration could affect the…