Razieh Nabi

Assistant Professor, Emory University

Joined

April 2017

Names

Razieh Nabi

Emails

****@jhu.edu (Confirmed)

****@gmail.com (Confirmed)

****@jhu.edu (Confirmed)

****@emory.edu (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Assistant Professor

Emory University (emory.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Ilya Shpitser

2016 – 2021

Expertise

Causal Inference

Present

Causal Graphical Models

Present

Missing Data

Present

Algorithmic Fairness

Present

Mediation Analysis

Present

Publications

MissNODAG: Differentiable Learning of Cyclic Causal Graphs from Incomplete Data
Muralikrishnna Guruswamy Sethuraman, Razieh Nabi, Faramarz Fekri
- Accepted by TMLR
- Readers: Everyone
Response to Discussions of "Causal and Counterfactual Views of Missing Data Models"
Razieh Nabi, Rohit Bhattacharya, Ilya Shpitser, James M. Robins
- CoRR 2025
- Readers: Everyone
Bridging Prediction and Intervention Problems in Social Systems
Lydia T. Liu, Inioluwa Deborah Raji, Angela Zhou, Luke Guerdan, Jessica Hullman, Daniel Malinsky, Bryan Wilder, Simone Zhang, Hammaad Adam, Amanda Coston, Benjamin Laufer, Ezinne Nwankwo, Michael Zanger-Tishler, Eli Ben-Michael, Solon Barocas, Avi Feller, Marissa Gerchick, Talia Gillis, Shion Guha, Daniel E. Ho et al. (15 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Fair Risk Minimization under Causal Path-Specific Effect Constraints
Razieh Nabi, David Benkeser
- Causal@UAI2024 Poster
- Readers: Everyone
Fair Risk Minimization under Causal Path-Specific Effect Constraints
Razieh Nabi, David C. Benkeser
- CoRR 2024
- Readers: Everyone
MissNODAG: Differentiable Cyclic Causal Graph Learning from Incomplete Data
Muralikrishnna G. Sethuraman, Razieh Nabi, Faramarz Fekri
- CoRR 2024
- Readers: Everyone
Statistical learning for constrained functional parameters in infinite-dimensional models with applications in fair machine learning
Razieh Nabi, Nima S. Hejazi, Mark J. van der Laan, David C. Benkeser
- CoRR 2024
- Readers: Everyone
Average Causal Effect Estimation in DAGs with Hidden Variables: Extensions of Back-Door and Front-Door Criteria
Anna Guo, Razieh Nabi
- CoRR 2024
- Readers: Everyone
On Testability and Goodness of Fit Tests in Missing Data Models
Razieh Nabi, Rohit Bhattacharya
- Published: 08 May 2023, Last Modified: 22 Jun 2025
- UAI 2023
- Readers: Everyone
Sufficient Identification Conditions and Semiparametric Estimation under Missing Not at Random Mechanisms
Anna Guo, Jiwei Zhao, Razieh Nabi
- Published: 08 May 2023, Last Modified: 22 Jun 2025
- UAI 2023
- Readers: Everyone

View all 41 publications

Co-Authors

View all 66 co-authors