On the Difficulty of DNN Hyperparameter Optimization Using Learning Curve Prediction.
Daeyoung ChoiHyunghun ChoWonjong RheePublished in: TENCON (2018)
Keyphrases
- learning curve
- learning curves
- bayes optimal
- learning effect
- prediction accuracy
- optimization algorithm
- optimization problems
- prediction model
- gaussian process
- software developers
- gaussian processes
- high level
- parameter optimization
- data analysis
- data warehouse
- model selection
- databases
- training data
- dynamic pricing
- information systems
- learning algorithm