U. Faghihi

activity

20092026

most citedProbabilistic Variational Causal Approach in Observational Studies

4 citations · 6 across the 11 of their papers we have counts for

collaborators

Showing 2024Show all

2 papers · 1 filter

cs.AI2024

Integrating Fuzzy Logic with Causal Inference: Enhancing the Pearl and Neyman-Rubin Methodologies

Amir Saki, Usef Faghihi

In this paper, we generalize the Pearl and Neyman-Rubin methodologies in causal inference by introducing a generalized approach that incorporates fuzzy logic. Indeed, we introduce…

stat.ML2024★ 1 cited

Probabilistic Easy Variational Causal Effect

Usef Faghihi, Amir Saki

Let $X$ and $Z$ be random vectors, and $Y = g (X, Z)$ . In this paper, on the one hand, for the case that $X$ and $Z$ are continuous, by using the ideas from the total variation and the…