CIT4DNN: Generating Diverse and Rare Inputs for Neural Networks Using Latent Space Combinatorial Testing.
Swaroopa DolaRory McDanielMatthew B. DwyerMary Lou SoffaPublished in: ICSE (2024)
Keyphrases
- latent space
- neural network
- training process
- latent variables
- pattern recognition
- dimensionality reduction
- low dimensional
- matrix factorization
- lower dimensional
- gaussian process
- parameter space
- feature space
- generative model
- transfer learning
- gaussian processes
- gaussian mixture
- distance metric
- manifold learning
- feature vectors
- incremental learning
- high dimensional data
- model selection
- high dimensional
- training data
- feature selection
- machine learning