Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals.
Kai Hou YipQuentin ChangeatNikolaos NikolaouMario MorvanBilly EdwardsIngo P. WaldmannGiovanna TinettiPublished in: CoRR (2020)
Keyphrases
- black box
- learning models
- black boxes
- machine learning
- loss function
- learning algorithm
- machine learning algorithms
- white box
- learning tasks
- semi supervised learning
- learning problems
- conditional random fields
- classification models
- integration testing
- test cases
- sparse metric learning
- microarray
- feature extraction
- feature selection