Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation.
Gavin C. CawleyNicola L. C. TalbotMark A. GirolamiPublished in: NIPS (2006)
Keyphrases
- semi supervised learning
- multinomial logistic regression
- multi class
- generalization bounds
- learning problems
- model selection
- artificial neural networks
- machine learning
- statistical learning
- gaussian processes
- feature selection
- bayesian inference
- pairwise
- learning theory
- gaussian process
- data dependent
- optimal solution