Amin Jaber

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Equivalence Class

Automatic Identification

Causal Discovery

Top Venues

Publications

Adam Li, Amin Jaber, Elias Bareinboim
Causal discovery from observational and interventional data across multiple environments. NeurIPS (2023)
Amin Jaber, Adèle H. Ribeiro, Jiji Zhang, Elias Bareinboim
Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness. NeurIPS (2022)
Amin Jaber, Murat Kocaoglu, Karthikeyan Shanmugam, Elias Bareinboim
Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning. NeurIPS (2020)
Murat Kocaoglu, Amin Jaber, Karthikeyan Shanmugam, Elias Bareinboim
Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions. NeurIPS (2019)
Amin Jaber, Jiji Zhang, Elias Bareinboim
Causal Identification under Markov Equivalence: Completeness Results. ICML (2019)
Amin Jaber, Jiji Zhang, Elias Bareinboim
On Causal Identification under Markov Equivalence. IJCAI (2019)
Amin Jaber, Jiji Zhang, Elias Bareinboim
Identification of Conditional Causal Effects under Markov Equivalence. NeurIPS (2019)
Amin Jaber, Jiji Zhang, Elias Bareinboim
A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams. IJCAI (2018)
Amin Jaber, Jiji Zhang, Elias Bareinboim
Causal Identification under Markov Equivalence. UAI (2018)
Amin Jaber, Jiji Zhang, Elias Bareinboim
Causal Identification under Markov Equivalence. CoRR (2018)