A robust estimator of mutual information for deep learning interpretability.
Davide PirasHiranya V. PeirisAndrew PontzenLuisa Lucie-SmithNingyuan GuoBrian NordPublished in: CoRR (2022)
Keyphrases
- deep learning
- robust estimator
- mutual information
- robust estimation
- model fitting
- robust statistics
- random sampling
- unsupervised learning
- image registration
- similarity measure
- deformable surface
- machine learning
- feature selection
- mental models
- weakly supervised
- least squares
- active learning
- computer vision
- supervised learning
- data mining
- energy function
- motion estimation