Automatic Termination for Hyperparameter Optimization.
Anastasia MakarovaHuibin ShenValerio PerroneAaron KleinJean Baptiste FaddoulAndreas KrauseMatthias W. SeegerCédric ArchambeauPublished in: AutoML (2022)
Keyphrases
- constrained optimization
- optimization process
- optimization algorithm
- website
- semi automatic
- model selection
- discrete optimization
- cross validation
- optimization problems
- fully automatic
- optimization method
- global optimization
- optimization methods
- markov random field
- database systems
- gaussian processes
- evolution strategy
- optimal design
- search engine