Bilevel Coreset Selection in Continual Learning: A New Formulation and Algorithm.
Jie HaoKaiyi JiMingrui LiuPublished in: NeurIPS (2023)
Keyphrases
- learning algorithm
- k means
- dynamic programming
- iterative procedure
- incremental learning
- supervised learning
- simulated annealing
- selection algorithm
- learning tasks
- detection algorithm
- preprocessing
- learning speed
- objective function
- optimal solution
- matching algorithm
- cost function
- optimization algorithm
- high accuracy
- linear programming
- expectation maximization
- segmentation algorithm
- search space
- recognition algorithm
- bayesian networks
- learning process
- machine learning
- worst case
- convex hull
- learning problems
- convergence rate
- probabilistic model
- learning rules
- similarity measure