An Adaptive Algorithm for Learning with Unknown Distribution Drift.
Alessio MazzettoEli UpfalPublished in: NeurIPS (2023)
Keyphrases
- learning algorithm
- detection algorithm
- preprocessing
- dynamic programming
- theoretical analysis
- experimental evaluation
- learning process
- cost function
- learning speed
- optimization algorithm
- high accuracy
- significant improvement
- learning scheme
- incremental learning
- reinforcement learning
- np hard
- learning systems
- image sequences
- learning phase
- times faster
- matching algorithm
- worst case
- probabilistic model
- computational cost
- search space
- optimal solution
- computational complexity
- similarity measure
- evolutionary algorithm
- convergence rate
- k means
- prior knowledge
- input pattern