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[LAFI'23] What do posterior distributions of probabilistic programs look like?
[LAFI'23] Pitfalls of Full Bayesian Inference in Universal Probabilistic Programming
[LAFI'23] Exact Probabilistic Inference Using Generating Functions
[LAFI'23] Exact Inference for Discrete Probabilistic Programs via Generating Functions
On automating the estimation of Radon-Nikodym derivatives for probabilistic programs (LAFI 2021)
[LAFI'23] Semantics of Probabilistic Program Traces
[LAFI'23] Random probability distributions as natural transformations
Feras Saad: "Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling"
Posterior Probabilities - Intro to Machine Learning
[LAFI'23] Static Delayed Sampling for Probabilistic Programming Languages
Analysis and Testing for Probabilistic Programming - Sasa Misailovic
[LAFI'23] On the Reparameterisation Gradient for Non-Differentiable but Continuous Models