Mokhtarian, Ehsan

11 publications

JMLR 2025 Recursive Causal Discovery Ehsan Mokhtarian, Sepehr Elahi, Sina Akbari, Negar Kiyavash

NeurIPS 2024 Causal Effect Identification in a Sub-Population with Latent Variables Amir Mohammad Abouei, Ehsan Mokhtarian, Negar Kiyavash, Matthias Grossglauser

NeurIPS 2024 QWO: Speeding up Permutation-Based Causal Discovery in LiGAMs Mohammad Shahverdikondori, Ehsan Mokhtarian, Negar Kiyavash

AAAI 2024 S-ID: Causal Effect Identification in a Sub-Population Amir Mohammad Abouei, Ehsan Mokhtarian, Negar Kiyavash

JMLR 2023 A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models Ehsan Mokhtarian, Saber Salehkaleybar, AmirEmad Ghassami, Negar Kiyavash

NeurIPS 2023 Causal Effect Identification in Uncertain Causal Networks Sina Akbari, Fateme Jamshidi, Ehsan Mokhtarian, Matthew Vowels, Jalal Etesami, Negar Kiyavash

AAAI 2023 Novel Ordering-Based Approaches for Causal Structure Learning in the Presence of Unobserved Variables Ehsan Mokhtarian, Mohammadsadegh Khorasani, Jalal Etesami, Negar Kiyavash

AISTATS 2022 Causal Effect Identification with Context-Specific Independence Relations of Control Variables Ehsan Mokhtarian, Fateme Jamshidi, Jalal Etesami, Negar Kiyavash

AAAI 2022 Learning Bayesian Networks in the Presence of Structural Side Information Ehsan Mokhtarian, Sina Akbari, Fateme Jamshidi, Jalal Etesami, Negar Kiyavash

UAI 2022 Revisiting the General Identifiability Problem Yaroslav Kivva, Ehsan Mokhtarian, Jalal Etesami, Negar Kiyavash

NeurIPS 2021 Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias Sina Akbari, Ehsan Mokhtarian, AmirEmad Ghassami, Negar Kiyavash