Negar Kiyavash
École Polytechnique Fédérale de Lausanne
H-index: 38
Europe-Switzerland
Top articles of Negar Kiyavash
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Causal effect identification in uncertain causal networks | Advances in Neural Information Processing Systems | Sina Akbari Fateme Jamshidi Ehsan Mokhtarian Matthew Vowels Jalal Etesami | 2024/2/13 |
A Cross-Moment Approach for Causal Effect Estimation | Advances in Neural Information Processing Systems | Yaroslav Kivva Saber Salehkaleybar Negar Kiyavash | 2024/2/13 |
Causal imitability under context-specific independence relations | Advances in Neural Information Processing Systems | Fateme Jamshidi Sina Akbari Negar Kiyavash | 2024/2/13 |
Learning Unknown Intervention Targets in Structural Causal Models from Heterogeneous Data | Yuqin Yang Saber Salehkaleybar Negar Kiyavash | 2024/4/18 | |
Analysis of Large Market Data Using Neural Networks: A Causal Approach | IEEE Journal on Selected Areas in Information Theory | Marc-Aurèle Divernois Jalal Etesami Damir Filipovic Negar Kiyavash | 2024/1/16 |
s-id: Causal effect identification in a sub-population | Proceedings of the AAAI Conference on Artificial Intelligence | Amir Mohammad Abouei Ehsan Mokhtarian Negar Kiyavash | 2024/3/24 |
Confounded budgeted causal bandits | arXiv preprint arXiv:2401.07578 | Fateme Jamshidi Jalal Etesami Negar Kiyavash | 2024/1/15 |
Non-linear Triple Changes Estimator for Targeted Policies | arXiv preprint arXiv:2402.12583 | Sina Akbari Negar Kiyavash | 2024/2/19 |
A unified experiment design approach for cyclic and acyclic causal models | Journal of Machine Learning Research | Ehsan Mokhtarian Saber Salehkaleybar AmirEmad Ghassami Negar Kiyavash | 2023 |
Causal discovery via monotone triangular transport maps | Sina Akbari Luca Ganassali Negar Kiyavash | 2023/12/28 | |
Gaussian Database Alignment and Gaussian Planted Matching | arXiv preprint arXiv:2307.02459 | Osman Emre Dai Daniel Cullina Negar Kiyavash | 2023/7/5 |
On identifiability of conditional causal effects | Yaroslav Kivva Jalal Etesami Negar Kiyavash | 2023/7/2 | |
Modeling Systemic Risk: A Time-Varying Nonparametric Causal Inference Framework | arXiv preprint arXiv:2312.16707 | Jalal Etesami Ali Habibnia Negar Kiyavash | 2023/12/27 |
Novel ordering-based approaches for causal structure learning in the presence of unobserved variables | Proceedings of the AAAI Conference on Artificial Intelligence | Ehsan Mokhtarian Mohmmadsadegh Khorasani Jalal Etesami Negar Kiyavash | 2023/6/26 |
Efficiently Escaping Saddle Points for Non-Convex Policy Optimization | arXiv preprint arXiv:2311.08914 | Sadegh Khorasani Saber Salehkaleybar Negar Kiyavash Niao He Matthias Grossglauser | 2023/11/15 |
Causal bandits without graph learning | arXiv preprint arXiv:2301.11401 | Mikhail Konobeev Jalal Etesami Negar Kiyavash | 2023/1/26 |
CausalCite: A causal formulation of paper citations | arXiv preprint arXiv:2311.02790 | Ishan Kumar Zhijing Jin Ehsan Mokhtarian Siyuan Guo Yuen Chen | 2023/11/5 |
Editorial Special Issue on Causality: Fundamental Limits and Applications | IEEE Journal on Selected Areas in Information Theory | Negar Kiyavash Elias Bareinboim Todd Coleman Alex Dimakis Bernhard Schlkopf | 2023 |
On sample complexity of conditional independence testing with Von Mises estimator with application to causal discovery | arXiv preprint arXiv:2310.13553 | Fateme Jamshidi Luca Ganassali Negar Kiyavash | 2023/10/20 |
Causal discovery in linear structural causal models with deterministic relations | Yuqin Yang Mohamed S Nafea AmirEmad Ghassami Negar Kiyavash | 2022/6/28 |
Co-Authors
