A State-of-the-art Survey of Advanced Optimization Methods in Machine Learning.
Muhamet KastratiMarenglen BibaPublished in: RTA-CSIT (2021)
Keyphrases
- optimization methods
- machine learning
- optimization approaches
- optimization method
- simulated annealing
- optimization problems
- unconstrained optimization
- machine learning algorithms
- inverse problems
- supervised learning
- efficient optimization
- stochastic methods
- particle swarm
- continuous optimization
- model selection
- global convergence
- evolution strategy
- gradient method
- direct optimization
- learning algorithm
- information extraction
- evolutionary algorithm
- data mining
- bayesian network models
- information retrieval
- portfolio optimization
- support vector machine
- machine learning methods
- computational intelligence
- neural network
- natural language processing
- np hard
- text classification
- search space
- collaborative filtering
- support vector
- decision trees
- trust region
- genetic algorithm
- metaheuristic