A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams. - Amin Jaber; Jiji Zhang; Elias Bareinboim (IJCAI, 2018)

Causal Identification under Markov Equivalence: Completeness Results. - Amin Jaber; Jiji Zhang; Elias Bareinboim (ICML, 2019)

On Causal Identification under Markov Equivalence. - Amin Jaber; Jiji Zhang; Elias Bareinboim (IJCAI, 2019)

Identification of Conditional Causal Effects under Markov Equivalence. - Amin Jaber; Jiji Zhang; Elias Bareinboim (NeurIPS, 2019)

Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions. - Murat Kocaoglu; Amin Jaber; Karthikeyan Shanmugam; Elias Bareinboim (NeurIPS, 2019)

Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning. - Amin Jaber; Murat Kocaoglu; Karthikeyan Shanmugam; Elias Bareinboim (NeurIPS, 2020)

Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness. - Amin Jaber; Adèle H. Ribeiro; Jiji Zhang; Elias Bareinboim (NeurIPS, 2022)

Causal discovery from observational and interventional data across multiple environments. - Adam Li; Amin Jaber; Elias Bareinboim (NeurIPS, 2023)