Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes.
Ahmed M. AlaaMihaela van der SchaarPublished in: CoRR (2017)
Keyphrases
- bayesian inference
- gaussian processes
- multi task
- hyperparameters
- multi task learning
- multitask learning
- gaussian process
- learning tasks
- prior information
- probabilistic model
- expectation propagation
- feature selection
- multi class
- learning problems
- information gain
- bayesian methods
- particle filter
- posterior distribution
- transfer learning
- learning styles
- relevance vector machine
- data sets
- machine learning