Self-measuring Similarity for Multi-task Gaussian Process.
Kohei HayashiTakashi TakenouchiRyota TomiokaHisashi KashimaPublished in: ICML Unsupervised and Transfer Learning (2012)
Keyphrases
- measuring similarity
- gaussian process
- multi task
- gaussian processes
- multi task learning
- similarity measure
- regression model
- learning tasks
- bayesian framework
- approximate inference
- model selection
- transfer learning
- multi class
- feature selection
- latent variables
- metric learning
- hyperparameters
- semi supervised
- learning problems
- multiple kernel learning
- supervised learning
- bayesian inference
- prior knowledge