Simon Ferreira

4
Documents

Publications

Publications

Image document

Identifying Macro Causal Effects in a C-DMG over ADMGs

Simon Ferreira , Charles Assaad
Transactions on Machine Learning Research Journal, 2025
Article dans une revue hal-05306233 v1
Image document

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

Simon Ferreira , Charles Assaad
AAAI-25, Feb 2025, Philadelphia, United States. pp.26787-26795, ⟨10.1609/aaai.v39i25.34882⟩
Communication dans un congrès hal-05306186 v1
Image document

Identifiability of Direct Effects from Summary Causal Graphs

Simon Ferreira , Charles Assaad
AAAI Conference on Artificial Intelligence, Feb 2024, Vancouver (BC), Canada. pp.20387-20394, ⟨10.1609/aaai.v38i18.30021⟩
Communication dans un congrès hal-04607051 v1