An Asynchronous Parallel Stochastic Coordinate Descent Algorithm.
Ji LiuStephen J. WrightChristopher RéVictor BittorfSrikrishna SridharPublished in: ICML (2014)
Keyphrases
- parallel implementation
- dynamic programming
- learning algorithm
- monte carlo
- computational cost
- objective function
- significant improvement
- experimental evaluation
- high accuracy
- recognition algorithm
- clustering method
- detection algorithm
- linear programming
- np hard
- cost function
- preprocessing
- optimal solution
- neural network
- mobile robot
- logistic regression
- tree structure
- k means
- matching algorithm
- times faster
- improved algorithm
- parallel computation