1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Fast Proxy Experiment Design for Causal Effect Identification
Sepehr Elahi, Sina Akbari, Jalal Etesami +2
Identifying causal effects is a key problem of interest across many disciplines. The two long-standing approaches to estimate causal effects are observational and experimental (ran…
econ.EM2023★ 1 cited
Modeling Systemic Risk: A Time-Varying Nonparametric Causal Inference Framework
Jalal Etesami, Ali Habibnia, Negar Kiyavash
We propose a nonparametric and time-varying directed information graph (TV-DIG) framework to estimate the evolving causal structure in time series networks, thereby addressing the…