Uncertainty, Calibration, and Membership Inference Attacks: An Information-Theoretic Perspective.
Meiyi ZhuCaili GuoChunyan FengOsvaldo SimeonePublished in: CoRR (2024)
Keyphrases
- information theoretic
- information theory
- mutual information
- theoretic framework
- information bottleneck
- information theoretic measures
- kullback leibler divergence
- jensen shannon divergence
- camera calibration
- multi modality
- relative entropy
- log likelihood
- kl divergence
- entropy measure
- distributional clustering
- computational learning theory
- minimum description length
- feature selection
- jensen shannon
- multi class
- pattern recognition
- image processing