CLAIRE: contrastive learning-based batch correction framework for better balance between batch mixing and preservation of cellular heterogeneity.
Xuhua YanRuiqing ZhengFang-Xiang WuMin LiPublished in: Bioinform. (2023)
Keyphrases
- batch learning
- learning process
- learning mechanism
- main contribution
- learning algorithm
- distributed learning
- online learning
- learning scheme
- cellular automata
- incremental learning
- knowledge acquisition
- learning systems
- learning frameworks
- batch mode
- design principles
- learning problems
- lightweight
- empirical studies
- active learning
- artificial neural networks
- case study
- information systems