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: CoRR (2021)
Keyphrases
- learning models
- classification models
- machine learning
- machine learning algorithms
- decision trees
- loss function
- support vector
- learning algorithm
- classification accuracy
- learning tasks
- feature extraction
- image processing
- pattern recognition
- image classification
- semi supervised learning
- machine learning models
- similarity measure
- feature selection
- dimension reduction
- support vector machine svm
- learning problems
- support vector machine
- svm classifier
- genetic programming
- supervised learning
- data sets
- hidden markov models
- feature vectors
- data mining