Our review article on harnessing synthetic data from generative AI for statistical inference. We discuss generative models for synthetic data & their principled use for valid downstream statistical inference, esp when generative models are misspecified.
arxiv.org/abs/2603.05396
arxiv.org
Harnessing Synthetic Data from Generative AI for Statistical Inference
The emergence of generative AI models has dramatically expanded the availability and use of synthetic data across scientific, industrial, and policy domains. While these developments open new possibil...
