Mutual Information Upper Bounds for Uniform Inputs Through the Deletion Channel.
Francisco PerniceBerivan IsikTsachy WeissmanPublished in: IEEE Trans. Inf. Theory (2024)
Keyphrases
- mutual information
- upper bound
- lower bound
- information theoretic
- image registration
- upper and lower bounds
- similarity measure
- branch and bound
- conditional mutual information
- multi channel
- tight bounds
- feature selection
- lower and upper bounds
- communication channels
- information gain
- multi modal image registration
- kullback leibler divergence
- medical image registration
- generalization error
- worst case
- mutual information maximization
- normalized mutual information
- tight upper and lower bounds
- multimodal image registration
- image analysis
- efficiently computable
- error probability
- multiple access
- sample size
- branch and bound algorithm
- sample complexity
- active learning
- special case
- wireless channels
- objective function
- input data