MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Neural Networks.
Charles ArnalFelix HenselMathieu CarrièreThéo LacombeHiroaki KuriharaYuichi IkeFrédéric ChazalPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- neural network
- data sets
- object detection
- detection algorithm
- detection method
- false alarms
- real world
- pattern recognition
- fuzzy logic
- information processing
- automatic detection
- self organizing maps
- detection accuracy
- training data
- graph representation
- graph structure
- bipartite graph
- neural nets
- graph matching
- benchmark data sets
- fault diagnosis
- false positives
- genetic algorithm