| Recursive causal structure learning in the presence of latent variables and selection bias S Akbari, E Mokhtarian, AE Ghassami, N Kiyavash Advances in Neural Information Processing Systems 34, 10119-10130, 2021 | 31 | 2021 |
| A Recursive Markov Boundary-Based Approach to Causal Structure Learning E Mokhtarian, S Akbari, AE Ghassami, N Kiyavash Proceedings of The KDD'21 Workshop on Causal Discovery, PMLR 150:26-54, 2021., 2021 | 21* | 2021 |
| Revisiting the General Identifiability Problem Y Kivva, E Mokhtarian, J Etesami, N Kiyavash Uncertainty in Artificial Intelligence 38, 2022 | 17 | 2022 |
| Learning Bayesian Networks in the Presence of Structural Side Information E Mokhtarian, S Akbari, F Jamshidi, J Etesami, N Kiyavash Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7814-7822, 2022 | 12 | 2022 |
| Causal effect identification with context-specific independence relations of control variables E Mokhtarian, F Jamshidi, J Etesami, N Kiyavash International Conference on Artificial Intelligence and Statistics, 11237-11246, 2022 | 8 | 2022 |
| Causal effect identification in uncertain causal networks S Akbari, F Jamshidi, E Mokhtarian, M Vowels, J Etesami, N Kiyavash Advances in Neural Information Processing Systems 36, 477-503, 2023 | 7* | 2023 |
| Novel ordering-based approaches for causal structure learning in the presence of unobserved variables E Mokhtarian, M Khorasani, J Etesami, N Kiyavash Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 12260 …, 2023 | 5 | 2023 |
| A unified experiment design approach for cyclic and acyclic causal models E Mokhtarian, S Salehkaleybar, AE Ghassami, N Kiyavash Journal of Machine Learning Research 24 (354), 1-31, 2023 | 5 | 2023 |
| s-id: Causal effect identification in a sub-population AM Abouei, E Mokhtarian, N Kiyavash Proceedings of the AAAI Conference on Artificial Intelligence 38 (18), 20302 …, 2024 | 4 | 2024 |
| Recursive Causal Discovery E Mokhtarian, S Elahi, S Akbari, N Kiyavash arXiv preprint arXiv:2403.09300, 2024 | 1 | 2024 |
| QWO: Speeding Up Permutation-Based Causal Discovery in LiGAMs M Shahverdikondori, E Mokhtarian, N Kiyavash arXiv preprint arXiv:2410.23155, 2024 | | 2024 |
| Sector and Style Factor Rotations in Equity Markets: Detection and Towards Causation E Mokhtarian, N Kiyavash, F Canè Available at SSRN 4966272, 2024 | | 2024 |
| CausalCite: A Causal Formulation of Paper Citations I Agrawal, Z Jin, E Mokhtarian, S Guo, Y Chen, M Sachan, B Schölkopf Findings of the Association for Computational Linguistics ACL 2024, 8395-8410, 2024 | | 2024 |
| Causal Effect Identification in a Sub-Population with Latent Variables AM Abouei, E Mokhtarian, N Kiyavash, M Grossglauser arXiv preprint arXiv:2405.14547, 2024 | | 2024 |
Negar KiyavashÉcole polytechnique fédérale de Lausanne (EPFL)Email được xác minh tại epfl.ch