An Adaptive Algorithm for Learning with Unknown Distribution Drift.
Alessio MazzettoEli UpfalPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- experimental evaluation
- detection algorithm
- cost function
- preprocessing
- active learning
- optimization algorithm
- optimal solution
- incremental learning
- times faster
- theoretical analysis
- learning speed
- learning phase
- high accuracy
- dynamic programming
- significant improvement
- supervised learning
- computational cost
- input pattern
- np hard
- computational complexity
- learning tasks
- genetic algorithm
- probabilistic model
- training data
- learning rules
- k means
- matching algorithm
- online learning
- linear programming
- graphical models
- probability distribution