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Fritz Obermeyer - Probabilistic Programming and Readable Models | PyData Yerevan 2022
How to Build Reliable LLM Agents with Probabilistic Programming (PPDL)
Causal Inference through the lens of probabilistic programming [PyCon DE & PyData 2026]
Probabilistic Inference in Simulators | AI & Physics | Atılım Güneş Baydin
[PLDI24] Bit Blasting Probabilistic Programs
[PLDI24] GenSQL: A Probabilistic Programming System for Querying Generative Models of Database(…)
Probabilistic ML — Lecture 24 — Variational Inference
Probabilistic ML - 23 - Variational Inference
[PLDI'26] Incremental Computation for Efficient Programmable Inference in Probabilistic Programs
Peadar Coyle: Variational Inference and Python
[PLDI'26] GradInf: Gradient Estimation as Probabilistic Inference
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Last Updated: August 16, 2026
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![[PLDI24] Probabilistic Programming with Programmable Variational Inference Dev Index](https://i.ytimg.com/vi/WOFW9cHAZrc/mqdefault.jpg)
![Causal Inference through the lens of probabilistic programming [PyCon DE & PyData 2026]](https://i.ytimg.com/vi/SCflGCEyWF8/mqdefault.jpg)
![[PLDI24] Bit Blasting Probabilistic Programs](https://i.ytimg.com/vi/UzTwIz5rnm0/mqdefault.jpg)
![[PLDI24] GenSQL: A Probabilistic Programming System for Querying Generative Models of Database(…)](https://i.ytimg.com/vi/5cWZzluBfJ4/mqdefault.jpg)
![[PLDI'26] Incremental Computation for Efficient Programmable Inference in Probabilistic Programs](https://i.ytimg.com/vi/981kH297ga0/mqdefault.jpg)
![[PLDI'26] GradInf: Gradient Estimation as Probabilistic Inference](https://i.ytimg.com/vi/8KM0u0Hu6bc/mqdefault.jpg)
