Information-Theoretic Lower Bounds on Bayes Risk in Decentralized Estimation.
Aolin XuMaxim RaginskyPublished in: IEEE Trans. Inf. Theory (2017)
Keyphrases
- information theoretic
- bayes risk
- upper and lower bounds
- lower bound
- mutual information
- upper bound
- loss function
- reproducing kernel hilbert space
- regularization parameter
- log likelihood
- objective function
- posterior probability
- learning algorithm
- image analysis
- maximum likelihood
- machine learning
- high dimensional
- noisy images
- domain adaptation