Pathologies in information bottleneck for deterministic supervised learning.
Artemy KolchinskyBrendan D. TraceySteven Van KuykPublished in: CoRR (2018)
Keyphrases
- information bottleneck
- supervised learning
- information theoretic
- information bottleneck method
- multi feature
- statistical relational learning
- unsupervised learning
- learning algorithm
- reinforcement learning
- learning problems
- multiple instance learning
- training data
- learning tasks
- training set
- mutual information
- labeled data
- semi supervised
- semi supervised learning
- active learning
- pairwise
- computer vision
- machine learning
- class labels
- similarity measure
- image processing
- active contours