| 2024 | ICML | Identification and Estimation for Nonignorable Missing Data: A Data Fusion Approach. | Zixiao Wang, AmirEmad Ghassami, Ilya Shpitser |
| 2024 | UAI | A General Identification Algorithm For Data Fusion Problems Under Systematic Selection. | Jaron Jia Rong Lee, AmirEmad Ghassami, Ilya Shpitser |
| 2022 | AISTATS | Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference. | AmirEmad Ghassami, Andrew Ying, Ilya Shpitser, Eric Tchetgen Tchetgen |
| 2021 | ISIT | Impact of Data Processing on Fairness in Supervised Learning. | Sajad Khodadadian, AmirEmad Ghassami, Negar Kiyavash |
| 2021 | KDD | A Recursive Markov Boundary-Based Approach to Causal Structure Learning. | Ehsan Mokhtarian, Sina Akbari, AmirEmad Ghassami, Negar Kiyavash |
| 2020 | ICML | Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs. | AmirEmad Ghassami, Alan Yang, Negar Kiyavash, Kun Zhang |
| 2020 | UAI | Model-Augmented Conditional Mutual Information Estimation for Feature Selection. | Alan Yang, AmirEmad Ghassami, Maxim Raginsky, Negar Kiyavash, Elyse Rosenbaum |
| 2019 | AAAI | Counting and Sampling from Markov Equivalent DAGs Using Clique Trees. | AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash, Kun Zhang |
| 2018 | ICML | Budgeted Experiment Design for Causal Structure Learning. | AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash, Elias Bareinboim |
| 2018 | ISIT | Fairness in Supervised Learning: An Information Theoretic Approach. | AmirEmad Ghassami, Sajad Khodadadian, Negar Kiyavash |
| 2017 | ISIT | Interaction information for causal inference: The case of directed triangle. | AmirEmad Ghassami, Negar Kiyavash |
| 2016 | INFOCOM | Sneak-Peek: High speed covert channels in data center networks. | Rashid Tahir, Mohammad Taha Khan, Xun Gong, Adnan Ahmed, AmirEmad Ghassami, Hasanat Kazmi, Matthew Caesar, Fareed Zaffar, Negar Kiyavash |
| 2016 | ISIT | Message partitioning and limited auxiliary randomness: Alternatives to Honey Encryption. | AmirEmad Ghassami, Daniel F. Cullina, Negar Kiyavash |
| 2015 | ISIT | Capacity limit of queueing timing channel in shared FCFS schedulers. | AmirEmad Ghassami, Xun Gong, Negar Kiyavash |