A new algorithm to estimate monotone nonparametric link functions and a comparison with parametric approach.
Xin WangVivekananda RoyZhengyuan ZhuPublished in: Stat. Comput. (2018)
Keyphrases
- learning algorithm
- estimation algorithm
- preprocessing
- k means
- cost function
- optimization algorithm
- improved algorithm
- times faster
- detection algorithm
- dynamic programming
- parametric models
- convergence rate
- theoretical analysis
- linear programming
- high accuracy
- worst case
- experimental evaluation
- computational complexity
- simulated annealing
- computational cost
- significant improvement
- classification algorithm
- search space
- segmentation algorithm
- matching algorithm
- optimal solution
- image sequences
- genetic algorithm