Xiaoyan Wang
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who talks about the same things
- McCoy R. Becker4 talks
- Matin Ghavami5 talks
- Martin C. Rinard12 talks
- Vikash K. Mansinghka24 talks
- Alexander K. Lew21 talks
- Mathieu Huot11 talks
| title | conference | date |
|---|---|---|
| Sequential Monte Carlo Program Synthesis with Refinement Proposals | LAFI 2026 | 2026-01-11 |
Extends program synthesis search to include probabilistic programs and evaluates exact marginal likelihood using the PL change named pluck via lazy knowledge… | ||
| Probabilistic Programming with Vectorized Programmable Inference | POPL 2026 | 2026-01-11 |
GenJAX is a Python-embedded language and compiler that integrates JAX and exposes a vmap vectorization transformation to vectorize probabilistic traces… | ||
| Probabilistic Programming with Programmable Variational Inference | PLDI 2024 | 2024-06-24 |
Proposes a compositional, provably correct route to variational inference that turns user-written model, guide, and objective programs into unbiased gradient… | ||
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