87 citations · 233 across the 36 of their papers we have counts for
3 papers · 1 filter
Estimating Treatment Effects Using Costly Simulation Samples from a Population-Scale Model of Opioid Use Disorder
Abdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts
Large-scale models require substantial computational resources for analysis and studying treatment conditions. Specifically, estimating treatment effects using simulations may requ…
Inferring epidemic dynamics using Gaussian process emulation of agent-based simulations
Abdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts
Computational models help decision makers understand epidemic dynamics to optimize public health interventions. Agent-based simulation of disease spread in synthetic populations al…
Bayesian Heuristics for Group Decisions
M. Amin Rahimian, Ali Jadbabaie
We propose a model of inference and heuristic decision-making in groups that is rooted in the Bayes rule but avoids the complexities of rational inference in partially observed env…