Bottlenecks CLUB: Unifying Information-Theoretic Trade-Offs Among Complexity, Leakage, and Utility.
Behrooz RazeghiFlávio P. CalmonDeniz GündüzSlava VoloshynovskiyPublished in: IEEE Trans. Inf. Forensics Secur. (2023)
Keyphrases
- information theoretic
- trade off
- information theory
- mutual information
- theoretic framework
- information bottleneck
- kullback leibler divergence
- jensen shannon divergence
- log likelihood
- information theoretic measures
- worst case
- computational learning theory
- minimum description length
- relative entropy
- machine learning
- multi modality
- entropy measure
- kernel function
- multi modal
- bregman divergences
- probabilistic model