1 code implementation • 9 Jul 2021 • Martí Pedemonte, Jordi Vitrià, Álvaro Parafita
Our evolution as a species made a huge step forward when we understood the relationships between causes and effects.
no code implementations • 15 Jun 2020 • Álvaro Parafita, Jordi Vitrià
Parametric causal modelling techniques rarely provide functionality for counterfactual estimation, often at the expense of modelling complexity.
no code implementations • 19 Sep 2019 • 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 rest.