Beyond attention: deriving biologically interpretable insights from weakly-supervised multiple-instance learning models.
Willem BonnafféCRUK ICGC Prostate GroupFreddie HamdyYang HuIan MillsJens RittscherClare VerrillDan J. WoodcockPublished in: CoRR (2023)
Keyphrases
- learning models
- semi supervised learning
- learning problems
- multiple instance learning
- machine learning
- learning tasks
- loss function
- learning algorithm
- semi supervised
- machine learning algorithms
- classification models
- conditional random fields
- supervised learning
- unsupervised learning
- learning process
- labeled data
- training data
- text categorization
- data mining
- multi class