Stochastic proximal-gradient algorithms for penalized mixed models.
Gersende FortEdouard OllierAdeline SamsonPublished in: Stat. Comput. (2019)
Keyphrases
- orders of magnitude
- computational complexity
- mathematical models
- free parameters
- learning algorithm
- optimization problems
- model selection
- computational cost
- theoretical analysis
- machine learning algorithms
- graph theory
- learning models
- complex systems
- edge detection
- significant improvement
- data mining
- computationally efficient
- data mining algorithms
- statistical models
- machine learning methods
- statistical methods
- markov chain
- evaluation metrics
- incomplete data
- genetic algorithm