Information-theoretic lower bounds for recovery of diffusion network structures.
Keehwan ParkJean HonorioPublished in: ISIT (2016)
Keyphrases
- information theoretic
- lower bound
- upper bound
- mutual information
- information theory
- theoretic framework
- objective function
- anisotropic diffusion
- information bottleneck
- diffusion process
- information theoretic measures
- worst case
- entropy measure
- jensen shannon divergence
- minimum description length
- relative entropy
- log likelihood
- kl divergence
- sample complexity
- kullback leibler divergence
- optimal solution
- image registration
- vc dimension
- multi modality
- multi class
- pattern recognition