The Working Set Algorithm has Competitive Ratio Less Than Two.
Kunsoo ParkSang Lyul MinYookun ChoPublished in: Inf. Process. Lett. (1997)
Keyphrases
- competitive ratio
- learning algorithm
- dynamic programming
- optimal solution
- lower bound
- decomposition algorithm
- computational complexity
- single machine
- monte carlo
- worst case
- working set
- decomposition method
- optimal strategy
- expectation maximization
- input data
- dimensionality reduction
- np hard
- objective function
- special case
- support vector
- similarity measure
- machine learning
- data sets