Kevin Patrick Murphy @sirbayes · 12 Aug 2026
**10/ Novelty 3 — collapse-free *learned* summary statistics** Stochastic neurons → intractable likelihood → particle filter (accurate but slow). We instead **learn a summary statistic** (a 1-D CNN) → synthetic likelihood, **~10⁴× faster**. Key: a naive likelihood https://t.co/b6756yFSXJ
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