scPretrain: multi-task self-supervised learning for cell-type classification.
Ruiyi ZhangYunan LuoJianzhu MaMing ZhangSheng WangPublished in: Bioinform. (2022)
Keyphrases
- multi task
- multi task learning
- learning tasks
- learning problems
- feature selection
- multiple tasks
- supervised learning
- prior knowledge
- active learning
- learning algorithm
- statistical learning
- metric learning
- machine learning
- unsupervised learning
- multitask learning
- model selection
- gaussian processes
- kernel machines
- machine learning algorithms
- learning process
- reinforcement learning
- decision trees
- classification accuracy
- training set
- support vector
- feature extraction
- sparse learning