L1 LASSO Modeling and Its Bayesian Inference.
Junbin GaoMichael AntolovichPaul Wing Hing KwanPublished in: Australasian Conference on Artificial Intelligence (2008)
Keyphrases
- bayesian inference
- probabilistic modeling
- probabilistic model
- prior information
- hyperparameters
- variational inference
- bayesian model
- hierarchical bayesian
- statistical inference
- variational bayes
- hidden variables
- particle filter
- weighted model counting
- linear regression
- cross validation
- sparse representation
- search space
- bayesian models
- gibbs sampler
- training data
- data sets