An Information Theoretic Perspective on Conformal Prediction.
Alvaro H. C. CorreiaFabio Valerio MassoliChristos LouizosArash BehboodiPublished in: CoRR (2024)
Keyphrases
- information theoretic
- conformal prediction
- mutual information
- information theory
- theoretic framework
- confidence levels
- jensen shannon divergence
- ridge regression
- information bottleneck
- information theoretic measures
- kullback leibler divergence
- entropy measure
- neural network
- k nearest neighbour
- text classification
- semi supervised
- pattern recognition