Two-way Guidance: Simultaneous Learning of Summary Statistics for Generative Bayes
arXiv:2610.12850v1 Announce Type: new Abstract: Bayesian simulation-based inference (SBI) can struggle to recover increasingly concentrated posteriors as observation size grows. We consider learning sufficient summary statistics jointly with the posterior as a general principle for scalable inferen…
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- 2026-10-12 04:00 · arXiv stat.ML
Two-way Guidance: Simultaneous Learning of Summary Statistics for Generative Bayes