Comparison of Optimization Methods for L1-regularized Logistic Regression.
Aleksander JovanovichAlina LazarPublished in: MAICS (2012)
Keyphrases
- optimization methods
- optimization method
- simulated annealing
- optimization problems
- logistic regression
- unconstrained optimization
- global convergence
- efficient optimization
- stochastic methods
- continuous optimization
- trust region
- optimization approaches
- evolution strategy
- direct optimization
- optimization algorithm
- pairwise
- interior point methods
- inverse problems
- neural network
- differential evolution
- text classification
- quadratic optimization
- support vector machine
- bayesian network models
- genetic algorithm