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stat.ML2026
Causal Effects with Unobserved Unit Types in Interacting Human-AI Systems
William Overman, Sadegh Shirani, Mohsen Bayati
We study experiments on interacting populations of humans and AI agents, where both unit types and the interaction network remain unobserved. Although causal effects propagate thro…
stat.ML2024
Post Launch Evaluation of Policies in a High-Dimensional Setting
Shima Nassiri, Mohsen Bayati, Joe Cooprider
A/B tests, also known as randomized controlled experiments (RCTs), are the gold standard for evaluating the impact of new policies, products, or decisions. However, these tests can…