Active Learning with Gaussian Processes for High Throughput Phenotyping.
Sumit KumarWenhao LuoGeorge KantorKatia P. SycaraPublished in: AAMAS (2019)
Keyphrases
- high throughput
- gaussian processes
- active learning
- gaussian process
- microarray
- random sampling
- covariance function
- gaussian process regression
- learning algorithm
- semi supervised
- hyperparameters
- machine learning
- data acquisition
- training set
- supervised learning
- mass spectrometry
- gaussian process models
- regression model
- labeled data
- multi task
- multi class
- learning process
- image analysis
- pairwise
- computer vision
- data mining