Entropy Bounds for Discrete Random Variables via Maximal Coupling.
Igal SasonPublished in: IEEE Trans. Inf. Theory (2013)
Keyphrases
- discrete random variables
- upper bound
- conditional probabilities
- lower bound
- information theoretic
- worst case
- upper and lower bounds
- mutual information
- information theory
- fuzzy entropy
- information entropy
- lower and upper bounds
- conditional entropy
- multi class
- kullback leibler divergence
- information content
- generalization bounds
- learning process
- error bounds
- mining maximal
- decision trees