Amin Jaber

According to our database, Amin Jaber authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Causal discovery from observational and interventional data across multiple environments.

Adam Li, Amin Jaber, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

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

Amin Jaber, Adèle H. Ribeiro, Jiji Zhang, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning.

Amin Jaber, Murat Kocaoglu, Karthikeyan Shanmugam, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions.

Murat Kocaoglu, Amin Jaber, Karthikeyan Shanmugam, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Identification of Conditional Causal Effects under Markov Equivalence.

Amin Jaber, Jiji Zhang, Elias Bareinboim

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Causal Identification under Markov Equivalence: Completeness Results.

Amin Jaber, Jiji Zhang, Elias Bareinboim

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Causal Identification under Markov Equivalence.

Amin Jaber, Jiji Zhang, Elias Bareinboim

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams.

Amin Jaber, Jiji Zhang, Elias Bareinboim

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018