Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning.
Evgenii TsymbalovSergei MakarychevAlexander ShapeevMaxim PanovPublished in: CoRR (2019)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- gaussian process regression
- semi supervised
- preference learning
- relevance vector machine
- covariance function
- machine learning
- multi task learning
- hyperparameters
- training set
- human pose estimation
- random sampling
- gaussian process models
- semi supervised learning
- multi task
- transfer learning
- supervised learning
- maximum likelihood
- denoising
- reinforcement learning
- decision trees
- data sets