A perspective note on likelihood approximation and inference for complex simulation models using a chain of aggregated normalizing flows
stat.ME, cs.LG, stat.ML
Submitted: 2026-10-05
Updated: 2026-10-05
Terminology
Related papers
- Doubly robust inference via calibration
- Bayesian Empirical Bayes: Simultaneous Inference from Probabilistic Symmetries
- Flexible Nonparametric Inference for Causal Effects under the Front-Door Model
- Deployment of AI-Assisted Interventions: Capacity Constraints and Noisy Compliance
- A Survey on Archetypal Analysis
- Dynamic Spatial Bayesian Machine Learning Model: Applications to Intergenerational Economic Mobility and Geographic Income Inequality in the United States