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#bayesian-inference

0 stories this week · 3 this month · 4 in 6 months · mostly AI

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Related3d-gaussian-splatting1 approximate-bayesian-computation1 computer-vision1 evidence-estimation1 hpc1 model-misspecification1 normalizing-flows1 paslcd1 pyabc1 scene-change-detection1 simulation1 simulation-based-inference1

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arXiv cs.AI / cs.LG / cs.CL9d ago

Generation-free ABC sampler updates proposals as simulations finish

On a Cellular Potts tissue simulator it finished 2.1–2.4 times as many evaluations as pyABC in one hour.

approximate-bayesian-computation hpc

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Hugging Face daily papers10d ago

Learned 3DGS edits power online Bayesian scene change detection

Authors report 67.64% mIoU on PASLCD and 75.82% on CCS3D, with the full PASLCD pipeline at 17.2 FPS.

3d-gaussian-splatting scene-change-detection

arXiv cs.AI / cs.LG / cs.CL14d ago

ENFR recovers absolute Bayesian evidence using flow-matched references

Authors report better absolute-evidence estimates than a flow baseline and top density-estimation results on their benchmarks.

bayesian-inference simulation-based-inference

arXiv cs.AI / cs.LG / cs.CLSep 28, 2026

Small transformers track Bayesian evidence for latent common causes via a context-invariant mechanism

Small transformers accumulate Bayesian evidence for latent common causes through a context-invariant, generalizing mechanism.

transformers bayesian-inference

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