Modular probabilistic models via algebraic effects.

Minh Nguyen Roly Perera Meng Wang Nicolas Wu

Published in: Proc. ACM Program. Lang. (2022)

Keyphrases

probabilistic model
graphical models
expectation maximization
generative model
bayesian inference
mixture model
real time
latent variables
data sets
bayesian networks
em algorithm
algebraic expressions
modular neural networks
language model
data structure
case study
machine learning
databases