Simon Ferreira

According to our database, Simon Ferreira authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Identifying Macro Causal Effects in C-DMGs over DMGs.

Simon Ferreira, Charles K. Assaad

CoRR, June, 2025

Identifying Macro Causal Effects in C-DMGs.

Simon Ferreira, Charles K. Assaad

CoRR, April, 2025

Identifying Macro Conditional Independencies and Macro Total Effects in Summary Causal Graphs with Latent Confounding.

Simon Ferreira, Charles K. Assaad

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Discovering maximally consistent distribution of causal tournaments with Large Language Models.

Federico Baldo, Simon Ferreira, Charles K. Assaad

CoRR, 2024

Average Controlled and Average Natural Micro Direct Effects in Summary Causal Graphs.

Simon Ferreira, Charles K. Assaad

CoRR, 2024

Identifiability of Direct Effects from Summary Causal Graphs.

Simon Ferreira, Charles K. Assaad

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

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