Information Theoretic Lower Bounds for Information Theoretic Upper Bounds.
Roi LivniPublished in: CoRR (2023)
Keyphrases
- information theoretic
- upper bound
- lower bound
- information theory
- mutual information
- upper and lower bounds
- theoretic framework
- jensen shannon divergence
- information bottleneck
- information theoretic measures
- lower and upper bounds
- worst case
- objective function
- log likelihood
- kullback leibler divergence
- multi modality
- minimum description length
- relative entropy
- entropy measure
- sample size
- kl divergence
- computational learning theory
- vc dimension
- image processing
- optimal cost
- special case
- sample complexity
- computer vision