Robustness of deep learning algorithms in astronomy - galaxy morphology studies.
Aleksandra CiprijanovicDiana KafkesGabriel N. PerdueKevin PedroGregory F. SnyderF. Javier SánchezSandeep MadireddyStefan M. WildBrian NordPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- deep architectures
- machine learning algorithms
- machine learning
- active learning
- supervised learning
- training data
- decision tree learning
- morphological analysis
- real time
- image analysis
- image processing
- empirical studies
- learning process
- computational efficiency
- learning problems
- generalization ability
- scientific data
- deep learning
- learning paradigms
- bayesian networks
- linear threshold