Continual Conscious Active Fine-Tuning to Robustify Online Machine Learning Models Against Data Distribution Shifts.
Shawqi Al-MalikiFaissal El BouananiMohamed AbdallahJunaid QadirAla I. Al-FuqahaPublished in: CoRR (2022)
Keyphrases
- data distribution
- fine tuning
- machine learning models
- data streams
- spam filtering
- data points
- machine learning approaches
- fine tuned
- index structure
- high dimensional data
- learning models
- data sets
- machine learning algorithms
- data skew
- multi dimensional
- nearest neighbor
- support vector machine
- pattern recognition
- face recognition