Few-shot learning for spatial regression via neural embedding-based Gaussian processes.
Tomoharu IwataYusuke TanakaPublished in: Mach. Learn. (2022)
Keyphrases
- gaussian processes
- multitask learning
- multi task learning
- preference learning
- multi task
- learning algorithm
- learning tasks
- bayesian methods
- gaussian process regression
- learning process
- learning problems
- gaussian process
- covariance function
- active learning
- relevance vector machine
- ordinal regression
- pairwise
- reinforcement learning
- human pose estimation
- incremental learning
- regression model
- decision trees