Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning.
Evgenii TsymbalovSergei MakarychevAlexander ShapeevMaxim PanovPublished in: IJCAI (2019)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- preference learning
- gaussian process regression
- semi supervised
- multi task learning
- covariance function
- random sampling
- gaussian process models
- human pose estimation
- learning algorithm
- semi supervised learning
- learning process
- relevance vector machine
- data sets
- hyperparameters
- machine learning
- regression model
- labeled data
- markov random field
- supervised learning