Categorical Matrix Completion With Active Learning for High-Throughput Screening.
Junyi ChenJunhui HouKa-Chun WongPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2021)
Keyphrases
- high throughput
- matrix completion
- active learning
- low rank
- microarray
- genome wide
- semi supervised
- biological data
- singular values
- systems biology
- training set
- machine learning
- data acquisition
- learning algorithm
- protein protein interactions
- collaborative filtering
- matrix factorization
- gene expression
- missing data
- convex relaxation
- convex optimization
- drug discovery
- singular value decomposition
- missing values
- linear combination
- pattern recognition
- image processing
- protein interaction networks