Self-supervised learning of multi-omics embeddings in the low-label, high-data regime.
Christian John HurryEmma SladePublished in: CoRR (2023)
Keyphrases
- data sets
- high quality
- synthetic data
- prior knowledge
- original data
- raw data
- background knowledge
- unsupervised learning
- data quality
- data structure
- learning tasks
- database
- high levels
- high dimensional data
- computer systems
- data collection
- knowledge acquisition
- data processing
- data points
- data streams
- reinforcement learning
- training data
- learning algorithm
- machine learning
- input data
- image data
- training examples
- probability distribution
- data sources
- class labels
- data distribution
- e learning
- noisy data