A least squares approach to latent variables extraction in formative-reflective models.
Marco FattoreMatteo PelagattiGiorgio VittadiniPublished in: Comput. Stat. Data Anal. (2018)
Keyphrases
- latent variables
- least squares
- probabilistic model
- latent variable models
- hierarchical model
- prior knowledge
- hidden variables
- structured prediction
- parameter estimation
- linear regression
- random variables
- latent topics
- real valued
- factor graphs
- topic models
- structural svm
- variational bayes
- observed variables
- data mining
- experimental data
- model selection
- decision trees
- machine learning