Case Studies of Causal Discovery from IT Monitoring Time Series. - Ali Aït-Bachir; Charles K. Assaad; Christophe de Bignicourt; Emilie Devijver; Simon Ferreira; Éric Gaussier; Hosein Mohanna; Lei Zan (CoRR, 2023)

Identifiability of Direct Effects from Summary Causal Graphs. - Simon Ferreira; Charles K. Assaad (AAAI, 2024)

Average Controlled and Average Natural Micro Direct Effects in Summary Causal Graphs. - Simon Ferreira; Charles K. Assaad (CoRR, 2024)

Discovering maximally consistent distribution of causal tournaments with Large Language Models. - Federico Baldo; Simon Ferreira; Charles K. Assaad (CoRR, 2024)

Identifying Macro Conditional Independencies and Macro Total Effects in Summary Causal Graphs with Latent Confounding. - Simon Ferreira; Charles K. Assaad (AAAI, 2025)

Identifying Macro Causal Effects in C-DMGs. - Simon Ferreira; Charles K. Assaad (CoRR, 2025)

Identifying Macro Causal Effects in C-DMGs over DMGs. - Simon Ferreira; Charles K. Assaad (CoRR, 2025)