Information-theoretic bounds for exact recovery in weighted stochastic block models using the Renyi divergence.
Varun S. JogPo-Ling LohPublished in: CoRR (2015)
Keyphrases
- information theoretic
- information theory
- mutual information
- jensen shannon divergence
- theoretic framework
- relative entropy
- information bottleneck
- statistical models
- jensen shannon
- minimum description length
- log likelihood
- kullback leibler divergence
- upper bound
- parameter estimation
- probabilistic model
- order statistics
- kl divergence
- image processing
- pattern recognition