SySCD: A System-Aware Parallel Coordinate Descent Algorithm.
Nikolas IoannouCelestine Mendler-DünnerThomas P. ParnellPublished in: NeurIPS (2019)
Keyphrases
- cost function
- learning algorithm
- optimization algorithm
- optimal solution
- improved algorithm
- times faster
- dynamic programming
- detection algorithm
- parallel implementation
- convex hull
- matching algorithm
- expectation maximization
- experimental evaluation
- np hard
- significant improvement
- computational cost
- k means
- convergence rate
- recognition algorithm
- hardware implementation
- computational complexity
- markov random field
- particle swarm optimization
- high accuracy
- computationally efficient
- search space