Information-Theoretic Bounds for Adaptive Sparse Recovery.
Cem AksoylarVenkatesh SaligramaPublished in: CoRR (2014)
Keyphrases
- information theoretic
- information theory
- mutual information
- theoretic framework
- information bottleneck
- information theoretic measures
- log likelihood
- upper bound
- high dimensional
- minimum description length
- jensen shannon divergence
- multi modality
- entropy measure
- sparse representation
- kullback leibler divergence
- multi class
- relative entropy
- kernel methods
- sparse coding
- maximum likelihood
- pattern recognition
- theoretical guarantees