DeepCrash: deep metric learning for crash bucketing based on stack trace.
Chao LiuQiaoluan XieYong LiYang XuHyun-Deok ChoiPublished in: MaLTeSQuE@ESEC/SIGSOFT FSE (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- multi task
- machine learning and pattern recognition
- pairwise
- semi supervised
- learning tasks
- semi supervised clustering
- person re identification
- dimensionality reduction
- feature space
- nearest neighbor classification
- distance function
- maximum variance unfolding
- mahalanobis metric
- background knowledge
- semi supervised learning
- kernel learning
- multi class
- domain knowledge
- feature vectors
- semi definite programming
- margin maximization
- training data
- image processing
- feature selection