Spike and Slab Variational Inference for Multi-Task and Multiple Kernel Learning.
Michalis K. TitsiasMiguel Lázaro-GredillaPublished in: NIPS (2011)
Keyphrases
- multiple kernel learning
- multi task
- multi task learning
- bayesian inference
- learning tasks
- posterior distribution
- feature selection
- multi class
- gaussian process
- transfer learning
- probabilistic graphical models
- topic models
- learning problems
- gaussian processes
- closed form
- information gain
- probabilistic model
- hyperparameters
- approximate inference
- incremental learning
- linear combination
- knowledge discovery