DeepAdversaries: examining the robustness of deep learning models for galaxy morphology classification.
Aleksandra CiprijanovicDiana KafkesGregory F. SnyderF. Javier SánchezGabriel Nathan PerdueKevin PedroBrian NordSandeep MadireddyStefan M. WildPublished in: Mach. Learn. Sci. Technol. (2022)
Keyphrases
- learning models
- classification models
- machine learning
- machine learning algorithms
- machine learning models
- support vector
- learning tasks
- image classification
- image processing
- feature vectors
- feature extraction
- learning algorithm
- classification accuracy
- supervised learning
- decision trees
- information retrieval
- conditional random fields
- loss function
- support vector machine svm
- support vector machine
- pattern recognition
- computer vision
- class labels
- graph cuts
- feature space
- data sets