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Testing, not presuming, adequacy: calibrating generative social simulators against emergent network structure

Shao, Tengfei et al.
arXiv (All) · Papers
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artificial-intelligencei-2-11j-4multiagent-systemssocial-and-information-networks
Validation of generative social simulators often stops at face validity: emergent network structure is compared descriptively, without quantified parameter uncertainty or an adequacy check. We present an adequacy-aware calibration protocol that couples amortized posterior estimation with a synthetic
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