Coresets-Methods and History: A Theoreticians Design Pattern for Approximation and Streaming Algorithms.
Alexander MunteanuChris SchwiegelshohnPublished in: Künstliche Intell. (2018)
Keyphrases
- significant improvement
- computational cost
- benchmark datasets
- methods outperform
- design patterns
- computationally expensive
- synthetic and real datasets
- optimization methods
- learning algorithm
- methods require
- data structure
- data mining techniques
- machine learning methods
- optimization problems
- software engineering
- heuristic methods
- database systems
- software systems
- error bounds
- process model
- computational complexity
- e learning