Information-theoretic bounds for adaptive sparse recovery.
Cem AksoylarVenkatesh SaligramaPublished in: ISIT (2014)
Keyphrases
- information theoretic
- information theory
- mutual information
- theoretic framework
- information theoretic measures
- upper bound
- information bottleneck
- log likelihood
- multi modality
- entropy measure
- high dimensional
- kullback leibler divergence
- relative entropy
- jensen shannon divergence
- kl divergence
- computational learning theory
- mixture model
- probabilistic model
- machine learning