Empirical Study on Optimizer Selection for Out-of-Distribution Generalization.
Hiroki NaganumaKartik AhujaShiro TakagiTetsuya MotokawaRio YokotaKohta IshikawaIkuro SatoIoannis MitliagkasPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- empirical studies
- empirical analysis
- real world data sets
- uci datasets
- uniformly distributed
- spatial distribution
- selection strategy
- selection criteria
- probability distribution
- probability density function
- experimental design
- selection algorithm
- neural network
- query optimization
- optimization algorithm
- feature space
- multiscale
- information systems
- artificial intelligence
- real world