Efficient Methods and Parallel Execution for Algorithm Sensitivity Analysis with Parameter Tuning on Microscopy Imaging Datasets.
George TeodoroTahsin M. KurçLuis F. R. TaveiraAlba C. M. A. MeloJun KongJoel H. SaltzPublished in: CoRR (2016)
Keyphrases
- parameter tuning
- sensitivity analysis
- parameter settings
- parallel execution
- dynamic programming
- parameter estimation
- objective function
- data structure
- search space
- expectation maximization
- constrained optimization
- managerial insights
- databases
- parallel computation
- highly scalable
- clustering method
- model selection
- simulated annealing
- np hard
- image analysis
- high dimensional