Aggregated Multi-output Gaussian Processes with Knowledge Transfer Across Domains.
Yusuke TanakaToshiyuki TanakaTomoharu IwataTakeshi KurashimaMaya OkawaYasunori AkagiHiroyuki TodaPublished in: CoRR (2022)
Keyphrases
- gaussian processes
- knowledge transfer
- cross domain
- transfer learning
- multi task
- gaussian process
- multi task learning
- knowledge sharing
- learning tasks
- covariance function
- gaussian process regression
- gaussian process models
- hyperparameters
- multitask learning
- active learning
- data sets
- text categorization
- model selection
- knowledge management
- reinforcement learning
- incremental learning
- em algorithm
- collaborative filtering
- nearest neighbor
- training set
- machine learning
- data mining