Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks.
Dmitry PasechnyukAnton PrazdnichnykhMikhail EvtikhievTimofey BryksinPublished in: CoRR (2023)
Keyphrases
- optimization methods
- optimization method
- simulated annealing
- optimization problems
- stochastic methods
- maximum likelihood
- continuous optimization
- global convergence
- trust region
- optimization approaches
- direct optimization
- efficient optimization
- portfolio optimization
- gradient method
- quasi newton
- unconstrained optimization
- inverse problems
- particle swarm