Divide-and-Conquer Learning with Nyström: Optimal Rate and Algorithm.
Rong YinYong LiuLijing LuWeiping WangDan MengPublished in: AAAI (2020)
Keyphrases
- learning algorithm
- optimal solution
- dynamic programming
- learning process
- detection algorithm
- cost function
- worst case
- computational complexity
- incremental learning
- optimization algorithm
- objective function
- preprocessing
- online learning
- learning speed
- matching algorithm
- computational cost
- np hard
- theoretical analysis
- k means
- expectation maximization
- segmentation algorithm
- simulated annealing
- clustering method
- learning tasks
- globally optimal
- optimal strategy
- iterative algorithms
- reinforcement learning