ZipLine: an optimized algorithm for the elastic bulk synchronous parallel model.
Xing ZhaoManos PapagelisAijun AnBao Xin ChenJunfeng LiuYonggang HuPublished in: Mach. Learn. (2021)
Keyphrases
- mathematical model
- cost function
- probabilistic model
- objective function
- filtering algorithm
- computational model
- recognition algorithm
- segmentation algorithm
- np hard
- dynamic programming
- em algorithm
- theoretical analysis
- optimization model
- parameter estimation
- bayesian framework
- kalman filter
- prior information
- parallel implementation
- simulated annealing
- worst case
- experimental evaluation
- final result
- multiple models
- preprocessing
- algorithm employs
- similarity measure
- hyper graph
- estimation algorithm
- optimization algorithm
- optimization method
- closed form
- energy function
- detection algorithm
- expectation maximization
- k means
- linear model
- neural network
- probability distribution
- computational cost
- model free
- significant improvement
- reinforcement learning
- algorithm has been developed
- genetic algorithm