A more efficient algorithm for Convex Nonparametric Least Squares.
Chia-Yen LeeAndrew L. JohnsonErick Moreno-CentenoTimo KuosmanenPublished in: Eur. J. Oper. Res. (2013)
Keyphrases
- least squares
- computational cost
- learning algorithm
- recognition algorithm
- computationally efficient
- single pass
- experimental evaluation
- matching algorithm
- k means
- objective function
- preprocessing
- computational complexity
- search space
- highly efficient
- optimal solution
- convex hull
- similarity measure
- em algorithm
- expectation maximization
- worst case
- probabilistic model
- dynamic programming
- np hard
- cost function
- pruning strategy
- high efficiency
- sparse linear
- levenberg marquardt
- segmentation algorithm
- linear programming
- high accuracy
- denoising
- artificial neural networks
- bayesian networks
- clustering algorithm