SySCD: A System-Aware Parallel Coordinate Descent Algorithm.
Nikolas IoannouCelestine Mendler-DünnerThomas P. ParnellPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- parallel implementation
- k means
- detection algorithm
- improved algorithm
- times faster
- significant improvement
- cost function
- high accuracy
- worst case
- np hard
- experimental evaluation
- computationally efficient
- expectation maximization
- segmentation algorithm
- optimal solution
- decision trees
- depth first search
- logistic regression
- computational cost
- linear programming
- probabilistic model
- association rules
- computational complexity
- data structure
- objective function
- feature selection