A SAEM algorithm for fused lasso penalized NonLinear Mixed Effect Models: Application to group comparison in pharmacokinetics.
Edouard OllierAdeline SamsonXavier DelavenneVivian ViallonPublished in: Comput. Stat. Data Anal. (2016)
Keyphrases
- np hard
- optimization algorithm
- probabilistic model
- learning algorithm
- cost function
- significant improvement
- preprocessing
- parameter estimation
- k means
- computational cost
- least squares
- worst case
- simulated annealing
- bayesian framework
- search space
- dynamic programming
- computational complexity
- maximum likelihood
- matching algorithm
- detection algorithm
- model selection
- nonlinear models
- convergence rate
- em algorithm
- expectation maximization
- multi objective
- evolutionary algorithm
- clustering algorithm