Learnability and Algorithm for Continual Learning.
Gyuhak KimChangnan XiaoTatsuya KonishiBing LiuPublished in: ICML (2023)
Keyphrases
- learning algorithm
- learning phase
- matching algorithm
- optimization algorithm
- learning process
- learning speed
- learning tasks
- theoretical analysis
- worst case
- dynamic programming
- noise tolerant
- inductive inference
- objective function
- k means
- computational cost
- supervised learning
- preprocessing
- computational complexity
- convergence rate
- training data
- decision lists
- read once formulas
- detection algorithm
- segmentation algorithm
- particle swarm optimization
- cost function
- active learning
- search space
- similarity measure