AI RESEARCH
AI4BayesCode: From Natural Language Descriptions to Validated Modular Stateful Bayesian Samplers
arXiv CS.LG
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ArXi:2605.18476v1 Announce Type: cross Coding and computation remain major bottlenecks in Marko chain Monte Carlo (MCMC) workflows, especially as modern sampling algorithms have become increasingly complex and existing probabilistic programming systems remain limited in model, extensibility, and composability. We