Problems with information theoretic approaches to causal learning.
Nithin NagarajPublished in: CoRR (2021)
Keyphrases
- information theoretic
- mutual information
- information bottleneck
- information theory
- theoretic framework
- active learning
- learning algorithm
- log likelihood
- information theoretic measures
- jensen shannon divergence
- computational learning theory
- prior knowledge
- theoretical guarantees
- background knowledge
- minimum description length
- relative entropy
- bayesian networks
- image processing