Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks.
Dmitry PasechnyukAnton PrazdnichnykhMikhail EvtikhievTimofey BryksinPublished in: ICSE (NIER) (2023)
Keyphrases
- optimization methods
- optimization problems
- optimization method
- simulated annealing
- maximum likelihood
- global convergence
- optimization approaches
- continuous optimization
- gradient method
- efficient optimization
- direct optimization
- unconstrained optimization
- stochastic methods
- trust region
- quasi newton
- bayesian network models
- convex relaxation
- evolutionary algorithm
- genetic algorithm