~/talk

Probabilistic Programming Semantics for Name Generation

Talkat POPL 2021 · 2021-01-17..01-22
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Claims a concrete semantics: quasi-Borel spaces interpret the ν-calculus by mapping name generation to Gaussian sampling, and the model is fully abstract at first-order (not just ground types). Proof builds normal forms for the ν-calculus, uses descriptive set theory to rule out distinguishing predicates, and applies a measure-preserving group action on R to validate normalization in the model. Result is constructive and surprising: an off-the-shelf probabilistic model actually equals name generation at first-order.

AI-written summary · about

  1. 0:00Introduction
  2. 1:15Are name generating programs the same as probabilistic programs
  3. 3:46Takeaway
  4. 4:56Name Generation
  5. 6:24Quasibrawl Spaces
  6. 10:09Mapping to Sampling
  7. 13:00Example
  8. 18:26Conclusion
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