Drift Detection for Black-Box Deep Learning Models.
Luca PianoFabio GarceaAndrea CavalloneIgnacio Aparicio VazquezLia MorraFabrizio LambertiPublished in: IT Prof. (2024)
Keyphrases
- black box
- learning models
- drift detection
- concept drift
- black boxes
- machine learning
- learning tasks
- loss function
- learning algorithm
- white box
- machine learning algorithms
- classification models
- semi supervised learning
- conditional random fields
- learning problems
- test cases
- previously learned
- data streams
- markov random field
- pairwise
- data mining