A Recursive Markov Blanket-Based Approach to Causal Structure Learning. - Ehsan Mokhtarian; Sina Akbari; AmirEmad Ghassami; Negar Kiyavash (CoRR, 2020)

A Recursive Markov Boundary-Based Approach to Causal Structure Learning. - Ehsan Mokhtarian; Sina Akbari; AmirEmad Ghassami; Negar Kiyavash (CD@KDD, 2021)

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

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

Causal Effect Identification with Context-specific Independence Relations of Control Variables. - Ehsan Mokhtarian; Fateme Jamshidi; Jalal Etesami; Negar Kiyavash (AISTATS, 2022)

Revisiting the general identifiability problem. - Yaroslav Kivva; Ehsan Mokhtarian; Jalal Etesami; Negar Kiyavash (UAI, 2022)

Causal Discovery in Probabilistic Networks with an Identifiable Causal Effect. - Sina Akbari; Fateme Jamshidi; Ehsan Mokhtarian; Matthew J. Vowels; Jalal Etesami; Negar Kiyavash (CoRR, 2022)

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

Causal Effect Identification in Uncertain Causal Networks. - Sina Akbari; Fateme Jamshidi; Ehsan Mokhtarian; Matthew J. Vowels; Jalal Etesami; Negar Kiyavash (NeurIPS, 2023)

A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models. - Ehsan Mokhtarian; Saber Salehkaleybar; AmirEmad Ghassami; Negar Kiyavash (J. Mach. Learn. Res., 2023)

s-ID: Causal Effect Identification in a Sub-population. - Amir Mohammad Abouei; Ehsan Mokhtarian; Negar Kiyavash (AAAI, 2024)

CausalCite: A Causal Formulation of Paper Citations. - Ishan Kumar; Zhijing Jin 001; Ehsan Mokhtarian; Siyuan Guo; Yuen Chen; Negar Kiyavash; Mrinmaya Sachan; Bernhard Schölkopf (ACL (Findings), 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 (NeurIPS, 2024)

Recursive Causal Discovery. - Ehsan Mokhtarian; Sepehr Elahi; Sina Akbari; Negar Kiyavash (CoRR, 2024)