Adèle H. Ribeiro

Relaxing partition admissibility in Cluster-DAGs: a causal calculus with arbitrary variable clustering

Cluster DAGs (C-DAGs) provide an abstraction of causal graphs in which nodes represent clusters of variables, and edges encode both cluster-level causal relationships and dependencies arisen from...

Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness

Causal Discovery over Clusters of Variables in Markovian Systems

Relaxing partition admissibility in Cluster-DAGs: a causal calculus with arbitrary variable clustering

Continual Causality: A Retrospective of the Inaugural AAAI-23 Bridge Program

Causal Effect Identification in Cluster DAGs