Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions.
Binghui PengAndrej RisteskiPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- feature extraction
- preprocessing
- detection algorithm
- dynamic programming
- learning speed
- supervised learning
- times faster
- experimental evaluation
- expectation maximization
- machine learning
- convergence rate
- image processing
- matching algorithm
- computational complexity
- optimization algorithm
- computationally efficient
- computational cost
- worst case
- active learning
- neural network
- state space
- learning tasks
- recognition algorithm
- simulated annealing
- online learning
- segmentation algorithm
- feature vectors
- learning process
- np hard
- incremental learning
- cost function