Modular Probabilistic Models via Algebraic Effects.
Minh NguyenRoly PereraMeng WangNicolas WuPublished in: CoRR (2022)
Keyphrases
- probabilistic model
- graphical models
- expectation maximization
- generative model
- positive effects
- mixture model
- information retrieval
- probabilistic modeling
- bayesian inference
- database
- language model
- modular neural networks
- algebraic structure
- latent variables
- pairwise
- bayesian networks
- decision making
- neural network
- data sets