6 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.AI2024★ 3 cited
A Practical Approach to Causal Inference over Time
Martina Cinquini, Isacco Beretta, Salvatore Ruggieri +1
In this paper, we focus on estimating the causal effect of an intervention over time on a dynamical system. To that end, we formally define causal interventions and their effects o…
cs.AI2023★ 6 cited
The Importance of Time in Causal Algorithmic Recourse
Isacco Beretta, Martina Cinquini
The application of Algorithmic Recourse in decision-making is a promising field that offers practical solutions to reverse unfavorable decisions. However, the inability of these me…