An Information-Theoretic View for Deep Learning.
Jingwei ZhangTongliang LiuDacheng TaoPublished in: CoRR (2018)
Keyphrases
- information theoretic
- deep learning
- mutual information
- information theory
- theoretic framework
- unsupervised learning
- machine learning
- unsupervised feature learning
- jensen shannon divergence
- information bottleneck
- information theoretic measures
- mental models
- higher order
- decision trees
- weakly supervised
- image registration
- bayesian networks
- similarity measure
- feature selection
- data mining