CoinEM: Tuning-Free Particle-Based Variational Inference for Latent Variable Models.
Louis SharrockDaniel DoddChristopher NemethPublished in: CoRR (2023)
Keyphrases
- latent variable models
- latent dirichlet allocation
- latent variables
- posterior distribution
- topic models
- bayesian inference
- hidden variables
- probabilistic model
- gaussian process
- generative model
- exact inference
- text mining
- random variables
- variational methods
- dimensionality reduction
- exponential family
- prior knowledge
- hidden markov models
- parameter settings
- bayesian networks
- learning problems
- co occurrence