Aligning simulated and observed summaries improves neural Bayesian inference under likelihood misspecification but degrades it under prior misspecification.
Combined statistical-mechanistic modeling links ion channel genes to physiology of cortical neuron types
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Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation
Aligning simulated and observed summaries improves neural Bayesian inference under likelihood misspecification but degrades it under prior misspecification.